Dataset info
| Number of variables | 375 |
|---|---|
| Number of observations | 300000 |
| Total Missing (%) | 27.3% |
| Total size in memory | 858.3 MiB |
| Average record size in memory | 2.9 KiB |
Variables types
| Numeric | 186 |
|---|---|
| Categorical | 39 |
| Date | 0 |
| Text (Unique) | 0 |
| Rejected | 150 |
Warnings
AGRI_Closed_PrevQ1 has 299981 / 100.0% missing values MissingAGRI_DATE has 299980 / 100.0% missing values MissingAGRI_PREM_CLOSED_PREVQ1 has 299981 / 100.0% missing values MissingAGRI_TAG_LIVE has 299980 / 100.0% missing values MissingAL_CNC_Closed_PrevQ1 has 299871 / 100.0% missing values MissingAL_CNC_DATE has 298286 / 99.4% missing values MissingAL_CNC_PREM_CLOSED_PREVQ1 has 299914 / 100.0% missing values MissingAL_CNC_TAG_LIVE has 298286 / 99.4% missing values MissingAL_Closed_PrevQ1 has 298930 / 99.6% missing values MissingAL_DATE has 285215 / 95.1% missing values MissingAL_PREM_CLOSED_PREVQ1 has 299631 / 99.9% missing values MissingAL_TAG_LIVE has 285215 / 95.1% missing values MissingATM_CW_Amt_prev1 is highly correlated with ATM_amt_prev1 (ρ = 0.9907) RejectedATM_CW_Amt_prev2 is highly correlated with ATM_amt_prev2 (ρ = 0.9903) RejectedATM_CW_Amt_prev3 is highly correlated with ATM_amt_prev3 (ρ = 0.99144) RejectedATM_CW_Amt_prev4 is highly correlated with ATM_amt_prev4 (ρ = 0.99154) RejectedATM_CW_Amt_prev5 is highly correlated with ATM_amt_prev5 (ρ = 0.9909) RejectedATM_CW_Amt_prev6 is highly correlated with ATM_amt_prev6 (ρ = 0.98847) RejectedATM_CW_Cnt_prev1 is highly correlated with COUNT_ATM_D_prev1 (ρ = 0.99908) RejectedATM_CW_Cnt_prev2 is highly correlated with COUNT_ATM_D_prev2 (ρ = 0.9991) RejectedATM_CW_Cnt_prev3 is highly correlated with COUNT_ATM_D_prev3 (ρ = 0.99903) RejectedATM_CW_Cnt_prev4 is highly correlated with COUNT_ATM_D_prev4 (ρ = 0.999) RejectedATM_CW_Cnt_prev5 is highly correlated with COUNT_ATM_D_prev5 (ρ = 0.9988) RejectedATM_CW_Cnt_prev6 is highly correlated with COUNT_ATM_D_prev6 (ρ = 0.99877) RejectedATM_C_prev1 has constant value 0 RejectedATM_C_prev2 has constant value 0 RejectedATM_C_prev3 has constant value 0 RejectedATM_C_prev4 has constant value 0 RejectedATM_C_prev5 has constant value 0 RejectedATM_C_prev6 has constant value 0 RejectedATM_D_prev1 has 234160 / 78.1% zerosATM_D_prev2 has 232849 / 77.6% zerosATM_D_prev3 has 232742 / 77.6% zerosATM_D_prev4 has 235057 / 78.4% zerosATM_D_prev5 has 234054 / 78.0% zerosATM_D_prev6 has 237336 / 79.1% zerosATM_amt_prev1 is highly correlated with ATM_D_prev1 (ρ = 1) RejectedATM_amt_prev2 is highly correlated with ATM_D_prev2 (ρ = 1) RejectedATM_amt_prev3 is highly correlated with ATM_D_prev3 (ρ = 1) RejectedATM_amt_prev4 is highly correlated with ATM_D_prev4 (ρ = 1) RejectedATM_amt_prev5 is highly correlated with ATM_D_prev5 (ρ = 1) RejectedATM_amt_prev6 is highly correlated with ATM_D_prev6 (ρ = 1) RejectedBAL_prev1 is highly skewed (γ1 = 183.94)BAL_prev2 is highly correlated with CR_AMB_Prev1 (ρ = 0.95884) RejectedBAL_prev3 is highly correlated with CR_AMB_Prev2 (ρ = 0.91028) RejectedBAL_prev4 is highly correlated with CR_AMB_Prev3 (ρ = 0.94189) RejectedBAL_prev5 is highly correlated with CR_AMB_Prev4 (ρ = 0.95827) RejectedBAL_prev6 is highly correlated with CR_AMB_Prev5 (ρ = 0.90475) RejectedBL_Closed_PrevQ1 has 299804 / 99.9% missing values MissingBL_DATE has 297866 / 99.3% missing values MissingBL_PREM_CLOSED_PREVQ1 has 299856 / 100.0% missing values MissingBL_TAG_LIVE has 297866 / 99.3% missing values MissingBRANCH_C_prev1 is highly correlated with D_prev1 (ρ = 0.94217) RejectedBRANCH_C_prev2 is highly correlated with D_prev2 (ρ = 0.92631) RejectedBRANCH_C_prev3 is highly correlated with C_prev3 (ρ = 0.99534) RejectedBRANCH_C_prev4 is highly correlated with C_prev4 (ρ = 0.99842) RejectedBRANCH_C_prev5 is highly correlated with C_prev5 (ρ = 0.98559) RejectedBRANCH_C_prev6 is highly correlated with C_prev6 (ρ = 0.98628) RejectedBRANCH_D_prev1 is highly correlated with BRANCH_C_prev1 (ρ = 0.92458) RejectedBRANCH_D_prev2 is highly correlated with BRANCH_C_prev2 (ρ = 0.92833) RejectedBRANCH_D_prev3 is highly correlated with D_prev3 (ρ = 0.98489) RejectedBRANCH_D_prev4 is highly correlated with D_prev4 (ρ = 0.99519) RejectedBRANCH_D_prev5 is highly correlated with D_prev5 (ρ = 0.9891) RejectedBRANCH_D_prev6 is highly correlated with D_prev6 (ρ = 0.98505) RejectedBRN_CASH_Dep_Amt_prev1 has 266388 / 88.8% missing values MissingBRN_CASH_Dep_Amt_prev1 is highly skewed (γ1 = 72.546)BRN_CASH_Dep_Amt_prev2 is highly correlated with BRN_CASH_Dep_Amt_prev1 (ρ = 0.93553) RejectedBRN_CASH_Dep_Amt_prev3 is highly correlated with BRN_CASH_Dep_Amt_prev2 (ρ = 0.97369) RejectedBRN_CASH_Dep_Amt_prev4 is highly correlated with BRN_CASH_Dep_Amt_prev3 (ρ = 0.93589) RejectedBRN_CASH_Dep_Amt_prev5 is highly correlated with BRN_CASH_Dep_Amt_prev4 (ρ = 0.93848) RejectedBRN_CASH_Dep_Amt_prev6 is highly correlated with BRN_CASH_Dep_Amt_prev5 (ρ = 0.95305) RejectedBRN_CASH_Dep_Cnt_prev1 has 266388 / 88.8% missing values MissingBRN_CASH_Dep_Cnt_prev1 is highly skewed (γ1 = 171.4)BRN_CASH_Dep_Cnt_prev2 is highly correlated with custinit_CR_cnt_prev2 (ρ = 0.98223) RejectedBRN_CASH_Dep_Cnt_prev3 is highly correlated with custinit_CR_cnt_prev3 (ρ = 0.98234) RejectedBRN_CASH_Dep_Cnt_prev4 is highly correlated with custinit_CR_cnt_prev4 (ρ = 0.99414) RejectedBRN_CASH_Dep_Cnt_prev5 has 264854 / 88.3% missing values MissingBRN_CASH_Dep_Cnt_prev5 is highly skewed (γ1 = 96.2)BRN_CASH_Dep_Cnt_prev6 has 263856 / 88.0% missing values MissingBRN_CASH_Dep_Cnt_prev6 is highly skewed (γ1 = 41.167)BRN_CW_Amt_prev1 has 299708 / 99.9% missing values MissingBRN_CW_Amt_prev2 has 299718 / 99.9% missing values MissingBRN_CW_Amt_prev3 has 299643 / 99.9% missing values MissingBRN_CW_Amt_prev4 has 299708 / 99.9% missing values MissingBRN_CW_Amt_prev5 has 299706 / 99.9% missing values MissingBRN_CW_Amt_prev6 has 299704 / 99.9% missing values MissingBRN_CW_Cnt_prev1 has 299708 / 99.9% missing values MissingBRN_CW_Cnt_prev2 has 299718 / 99.9% missing values MissingBRN_CW_Cnt_prev3 has 299643 / 99.9% missing values MissingBRN_CW_Cnt_prev4 has 299708 / 99.9% missing values MissingBRN_CW_Cnt_prev5 has 299706 / 99.9% missing values MissingBRN_CW_Cnt_prev6 has 299704 / 99.9% missing values MissingBillpay_Active_PrevQ1 has 275037 / 91.7% missing values MissingBillpay_Reg_ason_Prev1 has 250859 / 83.6% missing values MissingCASH_WD_AMT_Last6 has 184811 / 61.6% zerosCASH_WD_CNT_Last6 has 184811 / 61.6% zerosCC_CLOSED_PREVQ1 has 299404 / 99.8% missing values MissingCC_PREM_CLOSED_PREVQ1 has 300000 / 100.0% missing values MissingCC_PREM_CLOSED_PREVQ1 has constant value RejectedCC_TAG_LIVE has 198127 / 66.0% missing values MissingCE_Closed_PrevQ1 has 299988 / 100.0% missing values MissingCE_DATE has 299859 / 100.0% missing values MissingCE_PREM_CLOSED_PREVQ1 has 299996 / 100.0% missing values MissingCE_TAG_LIVE has 299859 / 100.0% missing values MissingCNR_prev1 is highly skewed (γ1 = 105.22)CNR_prev2 is highly skewed (γ1 = 85.046)CNR_prev3 is highly skewed (γ1 = 109.29)CNR_prev4 is highly skewed (γ1 = 61.913)CNR_prev5 is highly skewed (γ1 = 228.57)CNR_prev6 is highly skewed (γ1 = 67.737)COUNT_ATM_C_prev1 has constant value 0 RejectedCOUNT_ATM_C_prev2 has constant value 0 RejectedCOUNT_ATM_C_prev3 has constant value 0 RejectedCOUNT_ATM_C_prev4 has constant value 0 RejectedCOUNT_ATM_C_prev5 has constant value 0 RejectedCOUNT_ATM_C_prev6 has constant value 0 RejectedCOUNT_ATM_D_prev1 has 234160 / 78.1% zerosCOUNT_ATM_D_prev2 has 232849 / 77.6% zerosCOUNT_ATM_D_prev3 has 232742 / 77.6% zerosCOUNT_ATM_D_prev4 has 235057 / 78.4% zerosCOUNT_ATM_D_prev5 has 234054 / 78.0% zerosCOUNT_ATM_D_prev6 has 237336 / 79.1% zerosCOUNT_BRANCH_C_prev1 is highly correlated with count_C_prev1 (ρ = 0.99686) RejectedCOUNT_BRANCH_C_prev2 is highly correlated with count_C_prev2 (ρ = 0.99876) RejectedCOUNT_BRANCH_C_prev3 is highly correlated with count_C_prev3 (ρ = 0.99906) RejectedCOUNT_BRANCH_C_prev4 is highly correlated with count_C_prev4 (ρ = 0.99974) RejectedCOUNT_BRANCH_C_prev5 is highly correlated with count_C_prev5 (ρ = 0.99649) RejectedCOUNT_BRANCH_C_prev6 is highly correlated with count_C_prev6 (ρ = 0.99633) RejectedCOUNT_BRANCH_D_prev1 has 172831 / 57.6% zerosCOUNT_BRANCH_D_prev1 is highly skewed (γ1 = 394.07)COUNT_BRANCH_D_prev2 is highly correlated with COUNT_BRANCH_D_prev1 (ρ = 0.92443) RejectedCOUNT_BRANCH_D_prev3 is highly correlated with BRN_CASH_Dep_Cnt_prev2 (ρ = 0.95027) RejectedCOUNT_BRANCH_D_prev4 is highly correlated with count_D_prev4 (ρ = 0.92837) RejectedCOUNT_BRANCH_D_prev5 is highly correlated with count_D_prev5 (ρ = 0.95082) RejectedCOUNT_BRANCH_D_prev6 is highly correlated with count_D_prev6 (ρ = 0.97804) RejectedCOUNT_IB_C_prev1 has 292177 / 97.4% zerosCOUNT_IB_C_prev1 is highly skewed (γ1 = 55.457)COUNT_IB_C_prev2 has 293375 / 97.8% zerosCOUNT_IB_C_prev2 is highly skewed (γ1 = 47.767)COUNT_IB_C_prev3 has 292672 / 97.6% zerosCOUNT_IB_C_prev3 is highly skewed (γ1 = 30.888)COUNT_IB_C_prev4 has 293955 / 98.0% zerosCOUNT_IB_C_prev4 is highly skewed (γ1 = 58.671)COUNT_IB_C_prev5 has 294554 / 98.2% zerosCOUNT_IB_C_prev5 is highly skewed (γ1 = 48.292)COUNT_IB_C_prev6 has 293224 / 97.7% zerosCOUNT_IB_C_prev6 is highly skewed (γ1 = 64.91)COUNT_IB_D_prev1 has 201705 / 67.2% zerosCOUNT_IB_D_prev2 has 200042 / 66.7% zerosCOUNT_IB_D_prev3 has 201179 / 67.1% zerosCOUNT_IB_D_prev4 has 206874 / 69.0% zerosCOUNT_IB_D_prev5 has 202947 / 67.6% zerosCOUNT_IB_D_prev6 has 204664 / 68.2% zerosCOUNT_MB_C_prev1 has constant value 0 RejectedCOUNT_MB_C_prev2 has constant value 0 RejectedCOUNT_MB_C_prev3 has constant value 0 RejectedCOUNT_MB_C_prev4 has constant value 0 RejectedCOUNT_MB_C_prev5 has constant value 0 RejectedCOUNT_MB_C_prev6 has constant value 0 RejectedCOUNT_MB_D_prev1 has 287728 / 95.9% zerosCOUNT_MB_D_prev1 is highly skewed (γ1 = 75.356)COUNT_MB_D_prev2 has 288535 / 96.2% zerosCOUNT_MB_D_prev2 is highly skewed (γ1 = 42.241)COUNT_MB_D_prev3 has 288618 / 96.2% zerosCOUNT_MB_D_prev3 is highly skewed (γ1 = 93.615)COUNT_MB_D_prev4 has 289788 / 96.6% zerosCOUNT_MB_D_prev4 is highly skewed (γ1 = 33.322)COUNT_MB_D_prev5 has 289635 / 96.5% zerosCOUNT_MB_D_prev5 is highly skewed (γ1 = 33.341)COUNT_MB_D_prev6 has 290437 / 96.8% zerosCOUNT_MB_D_prev6 is highly skewed (γ1 = 37.998)COUNT_POS_C_prev1 has constant value 0 RejectedCOUNT_POS_C_prev2 has constant value 0 RejectedCOUNT_POS_C_prev3 has constant value 0 RejectedCOUNT_POS_C_prev4 has constant value 0 RejectedCOUNT_POS_C_prev5 has constant value 0 RejectedCOUNT_POS_C_prev6 has constant value 0 RejectedCOUNT_POS_D_prev1 has 256836 / 85.6% zerosCOUNT_POS_D_prev2 has 253775 / 84.6% zerosCOUNT_POS_D_prev3 has 253851 / 84.6% zerosCOUNT_POS_D_prev4 has 255773 / 85.3% zerosCOUNT_POS_D_prev5 has 255594 / 85.2% zerosCOUNT_POS_D_prev6 has 258896 / 86.3% zerosCR_AMB_Drop_Build_1 has 42941 / 14.3% zerosCR_AMB_Drop_Build_1 is highly skewed (γ1 = 541.22)CR_AMB_Drop_Build_2 has 43074 / 14.4% zerosCR_AMB_Drop_Build_2 is highly skewed (γ1 = 143.04)CR_AMB_Drop_Build_3 has 43518 / 14.5% zerosCR_AMB_Drop_Build_3 is highly skewed (γ1 = 266.03)CR_AMB_Drop_Build_4 has 42025 / 14.0% zerosCR_AMB_Drop_Build_4 is highly skewed (γ1 = 527.16)CR_AMB_Drop_Build_5 is highly skewed (γ1 = 444.38)CR_AMB_Prev1 is highly correlated with EOP_prev1 (ρ = 0.9832) RejectedCR_AMB_Prev2 is highly correlated with EOP_prev2 (ρ = 0.96515) RejectedCR_AMB_Prev3 is highly correlated with EOP_prev3 (ρ = 0.90963) RejectedCR_AMB_Prev4 is highly correlated with EOP_prev4 (ρ = 0.91434) RejectedCR_AMB_Prev5 is highly correlated with EOP_prev5 (ρ = 0.90897) RejectedCR_AMB_Prev6 is highly correlated with EOP_prev6 (ρ = 0.94232) RejectedCV_Closed_PrevQ1 has 299924 / 100.0% missing values MissingCV_DATE has 299328 / 99.8% missing values MissingCV_PREM_CLOSED_PREVQ1 has 299988 / 100.0% missing values MissingCV_TAG_LIVE has 299328 / 99.8% missing values MissingC_prev1 has 168702 / 56.2% zerosC_prev1 is highly skewed (γ1 = 181.88)C_prev2 has 164787 / 54.9% zerosC_prev2 is highly skewed (γ1 = 212.7)C_prev3 has 163093 / 54.4% zerosC_prev3 is highly skewed (γ1 = 124.27)C_prev4 has 167721 / 55.9% zerosC_prev4 is highly skewed (γ1 = 208.73)C_prev5 has 164524 / 54.8% zerosC_prev5 is highly skewed (γ1 = 208.96)C_prev6 has 165479 / 55.2% zerosC_prev6 is highly skewed (γ1 = 153.61)Charges_PrevQ1 has 176875 / 59.0% zerosCharges_PrevQ1 is highly skewed (γ1 = 50.929)Charges_cnt_PrevQ1 has 179500 / 59.8% missing values MissingComplaint_Logged_PrevQ1 has 297114 / 99.0% missing values MissingComplaint_Resolved_PrevQ1 has 299798 / 99.9% missing values MissingDEMAT_CLOSED_PREV1YR has 297909 / 99.3% missing values MissingDEMAT_TAG_LIVE has 238386 / 79.5% missing values MissingD_prev1 is highly correlated with C_prev1 (ρ = 0.93455) RejectedD_prev2 is highly correlated with C_prev2 (ρ = 0.9167) RejectedD_prev3 has 130305 / 43.4% zerosD_prev3 is highly skewed (γ1 = 175.37)D_prev4 has 141680 / 47.2% zerosD_prev4 is highly skewed (γ1 = 181.08)D_prev5 has 135174 / 45.1% zerosD_prev5 is highly skewed (γ1 = 138.06)D_prev6 has 137487 / 45.8% zerosD_prev6 is highly skewed (γ1 = 217.97)Dmat_Investing_PrevQ1 has 256918 / 85.6% zerosDmat_Investing_PrevQ1 is highly skewed (γ1 = 270.93)Dmat_Investing_PrevQ2 has 258535 / 86.2% zerosDmat_Investing_PrevQ2 is highly skewed (γ1 = 218.31)EDU_Closed_PrevQ1 has 300000 / 100.0% missing values MissingEDU_Closed_PrevQ1 has constant value RejectedEDU_DATE has 299989 / 100.0% missing values MissingEDU_PREM_CLOSED_PREVQ1 has 300000 / 100.0% missing values MissingEDU_PREM_CLOSED_PREVQ1 has constant value RejectedEDU_TAG_LIVE has 299989 / 100.0% missing values MissingEMAIL_UNSUBSCRIBE has 286003 / 95.3% missing values MissingEOP_prev1 is highly correlated with BAL_prev1 (ρ = 0.9832) RejectedEOP_prev2 is highly correlated with BAL_prev2 (ρ = 0.96516) RejectedEOP_prev3 is highly correlated with BAL_prev3 (ρ = 0.90963) RejectedEOP_prev4 is highly correlated with BAL_prev4 (ρ = 0.91434) RejectedEOP_prev5 is highly correlated with BAL_prev5 (ρ = 0.909) RejectedEOP_prev6 is highly correlated with BAL_prev6 (ρ = 0.94235) RejectedFD_AMOUNT_BOOK_PrevQ1 has 199633 / 66.5% zerosFD_AMOUNT_BOOK_PrevQ1 is highly skewed (γ1 = 82.179)FD_AMOUNT_BOOK_PrevQ2 has 199325 / 66.4% zerosFD_AMOUNT_BOOK_PrevQ2 is highly skewed (γ1 = 114.43)FD_CLOSED_PREVQ1 has 275748 / 91.9% missing values MissingFD_PREM_CLOSED_PREVQ1 has 290173 / 96.7% missing values MissingFD_TAG_LIVE has 199477 / 66.5% missing values MissingFRX_PrevQ1 has 299939 / 100.0% missing values MissingGL_Closed_PrevQ1 has 299756 / 99.9% missing values MissingGL_DATE has 297821 / 99.3% missing values MissingGL_TAG_LIVE has 297821 / 99.3% missing values MissingHL_TAG_LIVE has 293623 / 97.9% missing values MissingIB_C_prev1 has 292177 / 97.4% zerosIB_C_prev1 is highly skewed (γ1 = 301.12)IB_C_prev2 has 293376 / 97.8% zerosIB_C_prev2 is highly skewed (γ1 = 137.68)IB_C_prev3 has 292672 / 97.6% zerosIB_C_prev3 is highly skewed (γ1 = 141.38)IB_C_prev4 has 293955 / 98.0% zerosIB_C_prev4 is highly skewed (γ1 = 91.784)IB_C_prev5 has 294554 / 98.2% zerosIB_C_prev5 is highly skewed (γ1 = 263.94)IB_C_prev6 has 293224 / 97.7% zerosIB_C_prev6 is highly skewed (γ1 = 187.71)IB_D_prev1 has 245136 / 81.7% zerosIB_D_prev1 is highly skewed (γ1 = 303.71)IB_D_prev2 has 243959 / 81.3% zerosIB_D_prev2 is highly skewed (γ1 = 152.07)IB_D_prev3 has 243435 / 81.1% zerosIB_D_prev3 is highly skewed (γ1 = 255.95)IB_D_prev4 has 249849 / 83.3% zerosIB_D_prev4 is highly skewed (γ1 = 103.71)IB_D_prev5 has 247855 / 82.6% zerosIB_D_prev5 is highly skewed (γ1 = 119.77)IB_D_prev6 has 247012 / 82.3% zerosIB_D_prev6 is highly skewed (γ1 = 121.66)INS_TAG_LIVE has 259575 / 86.5% missing values MissingI_AQB_PrevQ1 is highly correlated with CR_AMB_Prev4 (ρ = 0.90079) RejectedI_AQB_PrevQ2 is highly correlated with CR_AMB_Prev6 (ρ = 0.95413) RejectedI_CNR_PrevQ1 is highly skewed (γ1 = 79.033)I_CNR_PrevQ2 is highly skewed (γ1 = 81.888)I_CR_AQB_PrevQ1 is highly correlated with I_AQB_PrevQ1 (ρ = 1) RejectedI_CR_AQB_PrevQ2 is highly correlated with I_AQB_PrevQ2 (ρ = 0.99998) RejectedI_NRV_PrevQ1 is highly correlated with Dmat_Investing_PrevQ1 (ρ = 0.99497) RejectedI_NRV_PrevQ2 is highly correlated with Dmat_Investing_PrevQ2 (ρ = 0.9938) RejectedLAP_DATE is highly correlated with CE_DATE (ρ = 1) RejectedLAS_DATE has 299999 / 100.0% missing values MissingLAS_TAG_LIVE has 299999 / 100.0% missing values MissingMB_C_prev1 has constant value 0 RejectedMB_C_prev2 has constant value 0 RejectedMB_C_prev3 has constant value 0 RejectedMB_C_prev4 has constant value 0 RejectedMB_C_prev5 has constant value 0 RejectedMB_C_prev6 has constant value 0 RejectedMB_D_prev1 has constant value 0 RejectedMB_D_prev2 has constant value 0 RejectedMB_D_prev3 has constant value 0 RejectedMB_D_prev4 has constant value 0 RejectedMB_D_prev5 has constant value 0 RejectedMB_D_prev6 has constant value 0 RejectedMF_TAG_LIVE has 272500 / 90.8% missing values MissingNO_OF_CHEQUE_BOUNCE_V1 is highly correlated with BRN_CW_Cnt_prev2 (ρ = 1) RejectedNO_OF_COMPLAINTS is highly correlated with BRN_CW_Amt_prev2 (ρ = 1) RejectedNO_OF_FD_BOOK_PrevQ1 has 199633 / 66.5% missing values MissingNO_OF_FD_BOOK_PrevQ2 is highly correlated with NO_OF_FD_BOOK_PrevQ1 (ρ = 0.91777) RejectedNO_OF_RD_BOOK_PrevQ1 has 275370 / 91.8% missing values MissingNO_OF_RD_BOOK_PrevQ1 is highly skewed (γ1 = 68.765)NO_OF_RD_BOOK_PrevQ2 has 270731 / 90.2% missing values MissingNO_OF_RD_BOOK_PrevQ2 is highly skewed (γ1 = 27.079)OTHER_LOANS_Closed_PrevQ1 has 299310 / 99.8% missing values MissingOTHER_LOANS_DATE is highly correlated with LAP_DATE (ρ = 0.99471) RejectedOTHER_LOANS_PREM_CLOSED_PREVQ1 has 299459 / 99.8% missing values MissingOTHER_LOANS_TAG_LIVE has 296724 / 98.9% missing values MissingPL_Closed_PrevQ1 has 299827 / 99.9% missing values MissingPL_DATE has 297413 / 99.1% missing values MissingPL_PREM_CLOSED_PREVQ1 has 299872 / 100.0% missing values MissingPL_TAG_LIVE has 297413 / 99.1% missing values MissingPOS_C_prev1 has constant value 0 RejectedPOS_C_prev2 has constant value 0 RejectedPOS_C_prev3 has constant value 0 RejectedPOS_C_prev4 has constant value 0 RejectedPOS_C_prev5 has constant value 0 RejectedPOS_C_prev6 has constant value 0 RejectedPOS_D_prev1 has 256836 / 85.6% zerosPOS_D_prev1 is highly skewed (γ1 = 83.551)POS_D_prev2 has 253775 / 84.6% zerosPOS_D_prev2 is highly skewed (γ1 = 28.099)POS_D_prev3 has 253851 / 84.6% zerosPOS_D_prev3 is highly skewed (γ1 = 23.746)POS_D_prev4 has 255773 / 85.3% zerosPOS_D_prev4 is highly skewed (γ1 = 39.205)POS_D_prev5 has 255594 / 85.2% zerosPOS_D_prev5 is highly skewed (γ1 = 25.652)POS_D_prev6 has 258896 / 86.3% zerosPOS_D_prev6 is highly skewed (γ1 = 24.564)Percent_Change_in_Big_Expenses has 237204 / 79.1% missing values MissingPercent_Change_in_Big_Expenses has 25033 / 8.3% zerosPercent_Change_in_Big_Expenses is highly skewed (γ1 = 177.34)Percent_Change_in_Credits has 96415 / 32.1% missing values MissingPercent_Change_in_Credits has 4594 / 1.5% zerosPercent_Change_in_Credits is highly skewed (γ1 = 297.84)Percent_Change_in_FT_Bank has 288198 / 96.1% missing values MissingPercent_Change_in_FT_Bank has 3466 / 1.2% zerosPercent_Change_in_FT_outside has 154370 / 51.5% missing values MissingPercent_Change_in_FT_outside has 45232 / 15.1% zerosPercent_Change_in_FT_outside is highly skewed (γ1 = 359.26)Percent_Change_in_Self_Txn has 291368 / 97.1% missing values MissingPercent_Change_in_Self_Txn is highly skewed (γ1 = 60.431)Query_Logged_PrevQ1 has 297114 / 99.0% missing values MissingQuery_Resolved_PrevQ1 has 298981 / 99.7% missing values MissingRD_AMOUNT_BOOK_PrevQ1 has 275370 / 91.8% zerosRD_AMOUNT_BOOK_PrevQ1 is highly skewed (γ1 = 87.072)RD_AMOUNT_BOOK_PrevQ2 has 270731 / 90.2% zerosRD_AMOUNT_BOOK_PrevQ2 is highly skewed (γ1 = 89.722)RD_CLOSED_PREVQ1 has 289592 / 96.5% missing values MissingRD_PREM_CLOSED_PREVQ1 has 298749 / 99.6% missing values MissingRD_TAG_LIVE has 275370 / 91.8% missing values MissingRecency_of_ATM_TXN has 153682 / 51.2% missing values MissingRecency_of_ATM_TXN has 7687 / 2.6% zerosRecency_of_Activity has 45484 / 15.2% zerosRecency_of_BRANCH_TXN has 18368 / 6.1% missing values MissingRecency_of_BRANCH_TXN has 27115 / 9.0% zerosRecency_of_CR_TXN is highly correlated with EDU_DATE (ρ = 0.93365) RejectedRecency_of_DR_TXN has 23252 / 7.8% missing values MissingRecency_of_DR_TXN has 36775 / 12.3% zerosRecency_of_IB_TXN has 135988 / 45.3% missing values MissingRecency_of_IB_TXN has 17600 / 5.9% zerosRecency_of_MB_TXN has 259577 / 86.5% missing values MissingRecency_of_POS_TXN has 196945 / 65.6% missing values MissingRecency_of_POS_TXN has 5038 / 1.7% zerosReq_Logged_PrevQ1 has 297114 / 99.0% missing values MissingReq_Resolved_PrevQ1 has 298218 / 99.4% missing values MissingSEC_ACC_CLOSED_PREV1YR has 297601 / 99.2% missing values MissingSEC_ACC_TAG_LIVE has 243394 / 81.1% missing values MissingTL_Closed_PrevQ1 has 299999 / 100.0% missing values MissingTL_DATE is highly correlated with count_No_of_MF_PrevQ1 (ρ = 0.9759) RejectedTL_PREM_CLOSED_PREVQ1 has 300000 / 100.0% missing values MissingTL_PREM_CLOSED_PREVQ1 has constant value RejectedTL_TAG_LIVE has 299955 / 100.0% missing values MissingTWL_Closed_PrevQ1 has 299879 / 100.0% missing values MissingTWL_DATE has 298738 / 99.6% missing values MissingTWL_PREM_CLOSED_PREVQ1 has 299982 / 100.0% missing values MissingTWL_TAG_LIVE has 298738 / 99.6% missing values MissingTotal_Invest_in_MF_PrevQ1 has 272500 / 90.8% zerosTotal_Invest_in_MF_PrevQ1 is highly skewed (γ1 = 125.32)Total_Invest_in_MF_PrevQ2 is highly correlated with Total_Invest_in_MF_PrevQ1 (ρ = 0.99776) Rejectedcity has 5701 / 1.9% missing values Missingcity has a high cardinality: 4172 distinct values Warningcount_C_prev1 has 168677 / 56.2% zeroscount_C_prev1 is highly skewed (γ1 = 206.79)count_C_prev2 has 164768 / 54.9% zeroscount_C_prev2 is highly skewed (γ1 = 401.57)count_C_prev3 is highly correlated with BRN_CASH_Dep_Cnt_prev2 (ρ = 0.9377) Rejectedcount_C_prev4 is highly correlated with BRN_CASH_Dep_Cnt_prev3 (ρ = 0.98917) Rejectedcount_C_prev5 has 164506 / 54.8% zeroscount_C_prev5 is highly skewed (γ1 = 156.82)count_C_prev6 has 165464 / 55.2% zeroscount_C_prev6 is highly skewed (γ1 = 213.71)count_D_prev1 has 110449 / 36.8% zeroscount_D_prev1 is highly skewed (γ1 = 94.353)count_D_prev2 has 109514 / 36.5% zeroscount_D_prev2 is highly skewed (γ1 = 116.47)count_D_prev3 has 111317 / 37.1% zeroscount_D_prev3 is highly skewed (γ1 = 208.94)count_D_prev4 is highly correlated with custinit_DR_cnt_prev3 (ρ = 0.90913) Rejectedcount_D_prev5 has 114236 / 38.1% zeroscount_D_prev5 is highly skewed (γ1 = 403.28)count_D_prev6 is highly correlated with custinit_DR_cnt_prev5 (ρ = 0.95252) Rejectedcount_No_of_MF_PrevQ1 has 272500 / 90.8% missing values Missingcount_No_of_MF_PrevQ2 is highly correlated with count_No_of_MF_PrevQ1 (ρ = 0.99324) Rejectedcustinit_CR_amt_prev1 has 215340 / 71.8% missing values Missingcustinit_CR_amt_prev1 is highly skewed (γ1 = 37.484)custinit_CR_amt_prev2 has 212630 / 70.9% missing values Missingcustinit_CR_amt_prev2 is highly skewed (γ1 = 60.596)custinit_CR_amt_prev3 has 210311 / 70.1% missing values Missingcustinit_CR_amt_prev3 is highly skewed (γ1 = 66.924)custinit_CR_amt_prev4 has 214102 / 71.4% missing values Missingcustinit_CR_amt_prev4 is highly skewed (γ1 = 42.678)custinit_CR_amt_prev5 has 210710 / 70.2% missing values Missingcustinit_CR_amt_prev5 is highly skewed (γ1 = 45.212)custinit_CR_amt_prev6 has 211491 / 70.5% missing values Missingcustinit_CR_amt_prev6 is highly skewed (γ1 = 64.072)custinit_CR_cnt_prev1 is highly correlated with COUNT_BRANCH_C_prev1 (ρ = 0.90176) Rejectedcustinit_CR_cnt_prev2 is highly correlated with COUNT_BRANCH_D_prev2 (ρ = 0.92149) Rejectedcustinit_CR_cnt_prev3 is highly correlated with COUNT_BRANCH_C_prev3 (ρ = 0.99328) Rejectedcustinit_CR_cnt_prev4 is highly correlated with COUNT_BRANCH_C_prev4 (ρ = 0.99819) Rejectedcustinit_CR_cnt_prev5 is highly correlated with COUNT_BRANCH_C_prev5 (ρ = 0.96464) Rejectedcustinit_CR_cnt_prev6 is highly correlated with COUNT_BRANCH_C_prev6 (ρ = 0.9767) Rejectedcustinit_DR_amt_prev1 is highly correlated with BRANCH_D_prev1 (ρ = 0.92153) Rejectedcustinit_DR_amt_prev2 is highly correlated with BRANCH_D_prev2 (ρ = 0.96913) Rejectedcustinit_DR_amt_prev3 is highly correlated with BRANCH_D_prev3 (ρ = 0.93789) Rejectedcustinit_DR_amt_prev4 is highly correlated with BRANCH_D_prev4 (ρ = 0.95449) Rejectedcustinit_DR_amt_prev5 has 119421 / 39.8% missing values Missingcustinit_DR_amt_prev5 has 22537 / 7.5% zeroscustinit_DR_amt_prev5 is highly skewed (γ1 = 122.71)custinit_DR_amt_prev6 is highly correlated with BRANCH_D_prev6 (ρ = 0.9201) Rejectedcustinit_DR_cnt_prev1 is highly correlated with count_D_prev1 (ρ = 0.98768) Rejectedcustinit_DR_cnt_prev2 is highly correlated with count_D_prev2 (ρ = 0.99037) Rejectedcustinit_DR_cnt_prev3 is highly correlated with count_D_prev3 (ρ = 0.99523) Rejectedcustinit_DR_cnt_prev4 is highly correlated with COUNT_BRANCH_D_prev4 (ρ = 0.94344) Rejectedcustinit_DR_cnt_prev5 is highly correlated with COUNT_BRANCH_D_prev5 (ρ = 0.9608) Rejectedcustinit_DR_cnt_prev6 is highly correlated with COUNT_BRANCH_D_prev6 (ρ = 0.98296) Rejecteddependents has 26382 / 8.8% missing values Missingdependents has 226620 / 75.5% zeroslap_tag_live has 299242 / 99.7% missing values Missingzip has a high cardinality: 11530 distinct values WarningAGRI_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 10.5% |
| Missing (%) | 100.0% |
| Missing (n) | 299981 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 19 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 19 | 0.0% | |
| (Missing) | 299981 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 19 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 19 | 0.0% |
AGRI_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 15.0% |
| Missing (%) | 100.0% |
| Missing (n) | 299980 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1.5 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.51299 |
|---|---|
| Coef of variation | 0.34199 |
| Kurtosis | -2.2353 |
| Mean | 1.5 |
| MAD | 0.5 |
| Skewness | 0 |
| Sum | 30 |
| Variance | 0.26316 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 10 | 0.0% | |
| 1.0 | 10 | 0.0% | |
| (Missing) | 299980 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 10 | 0.0% | |
| 2.0 | 10 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 10 | 0.0% | |
| 2.0 | 10 | 0.0% |
AGRI_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 10.5% |
| Missing (%) | 100.0% |
| Missing (n) | 299981 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 19 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 19 | 0.0% | |
| (Missing) | 299981 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 19 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 19 | 0.0% |
AGRI_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 10.0% |
| Missing (%) | 100.0% |
| Missing (n) | 299980 |
| Y | 20 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 20 | 0.0% | |
| (Missing) | 299980 | 100.0% |
AL_CNC_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 100.0% |
| Missing (n) | 299871 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 129 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 129 | 0.0% | |
| (Missing) | 299871 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 129 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 129 | 0.0% |
AL_CNC_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.4% |
| Missing (n) | 298286 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7596 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.42743 |
|---|---|
| Coef of variation | 0.24291 |
| Kurtosis | -0.52139 |
| Mean | 1.7596 |
| MAD | 0.36519 |
| Skewness | -1.2162 |
| Sum | 3016 |
| Variance | 0.1827 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 1302 | 0.4% | |
| 1.0 | 412 | 0.1% | |
| (Missing) | 298286 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 412 | 0.1% | |
| 2.0 | 1302 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 412 | 0.1% | |
| 2.0 | 1302 | 0.4% |
AL_CNC_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 100.0% |
| Missing (n) | 299914 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 86 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 86 | 0.0% | |
| (Missing) | 299914 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 86 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 86 | 0.0% |
AL_CNC_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.4% |
| Missing (n) | 298286 |
| Y | 1714 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 1714 | 0.6% | |
| (Missing) | 298286 | 99.4% |
AL_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.6% |
| Missing (n) | 298930 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 1070 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1070 | 0.4% | |
| (Missing) | 298930 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1070 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1070 | 0.4% |
AL_DATE
Numeric
| Distinct count | 1478 |
|---|---|
| Unique (%) | 10.0% |
| Missing (%) | 95.1% |
| Missing (n) | 285215 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19889 |
|---|---|
| Minimum | 18287 |
| Maximum | 20511 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 18287 |
|---|---|
| 5-th percentile | 19052 |
| Q1 | 19594 |
| Median | 19960 |
| Q3 | 20254 |
| 95-th percentile | 20457 |
| Maximum | 20511 |
| Range | 2224 |
| Interquartile range | 660 |
Descriptive statistics
| Standard deviation | 435.88 |
|---|---|
| Coef of variation | 0.021916 |
| Kurtosis | -0.36614 |
| Mean | 19889 |
| MAD | 359.75 |
| Skewness | -0.62417 |
| Sum | 294060000 |
| Variance | 189990 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 20392.0 | 69 | 0.0% | |
| 20453.0 | 63 | 0.0% | |
| 20178.0 | 61 | 0.0% | |
| 20088.0 | 58 | 0.0% | |
| 20208.0 | 53 | 0.0% | |
| 20017.0 | 53 | 0.0% | |
| 20361.0 | 52 | 0.0% | |
| 19570.0 | 50 | 0.0% | |
| 19447.0 | 50 | 0.0% | |
| 20422.0 | 50 | 0.0% | |
| Other values (1467) | 14226 | 4.7% | |
| (Missing) | 285215 | 95.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 18287.0 | 1 | 0.0% | |
| 18679.0 | 2 | 0.0% | |
| 18682.0 | 1 | 0.0% | |
| 18683.0 | 1 | 0.0% | |
| 18684.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20507.0 | 15 | 0.0% | |
| 20508.0 | 15 | 0.0% | |
| 20509.0 | 14 | 0.0% | |
| 20510.0 | 15 | 0.0% | |
| 20511.0 | 16 | 0.0% |
AL_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 99.9% |
| Missing (n) | 299631 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 369 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 369 | 0.1% | |
| (Missing) | 299631 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 369 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 369 | 0.1% |
AL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 95.1% |
| Missing (n) | 285215 |
| Y | 14785 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 14785 | 4.9% | |
| (Missing) | 285215 | 95.1% |
ATM_CW_Amt_prev1
Highly correlated
This variable is highly correlated with ATM_amt_prev1 and should be ignored for analysis
| Correlation | 0.9907 |
|---|
ATM_CW_Amt_prev2
Highly correlated
This variable is highly correlated with ATM_amt_prev2 and should be ignored for analysis
| Correlation | 0.9903 |
|---|
ATM_CW_Amt_prev3
Highly correlated
This variable is highly correlated with ATM_amt_prev3 and should be ignored for analysis
| Correlation | 0.99144 |
|---|
ATM_CW_Amt_prev4
Highly correlated
This variable is highly correlated with ATM_amt_prev4 and should be ignored for analysis
| Correlation | 0.99154 |
|---|
ATM_CW_Amt_prev5
Highly correlated
This variable is highly correlated with ATM_amt_prev5 and should be ignored for analysis
| Correlation | 0.9909 |
|---|
ATM_CW_Amt_prev6
Highly correlated
This variable is highly correlated with ATM_amt_prev6 and should be ignored for analysis
| Correlation | 0.98847 |
|---|
ATM_CW_Cnt_prev1
Highly correlated
This variable is highly correlated with COUNT_ATM_D_prev1 and should be ignored for analysis
| Correlation | 0.99908 |
|---|
ATM_CW_Cnt_prev2
Highly correlated
This variable is highly correlated with COUNT_ATM_D_prev2 and should be ignored for analysis
| Correlation | 0.9991 |
|---|
ATM_CW_Cnt_prev3
Highly correlated
This variable is highly correlated with COUNT_ATM_D_prev3 and should be ignored for analysis
| Correlation | 0.99903 |
|---|
ATM_CW_Cnt_prev4
Highly correlated
This variable is highly correlated with COUNT_ATM_D_prev4 and should be ignored for analysis
| Correlation | 0.999 |
|---|
ATM_CW_Cnt_prev5
Highly correlated
This variable is highly correlated with COUNT_ATM_D_prev5 and should be ignored for analysis
| Correlation | 0.9988 |
|---|
ATM_CW_Cnt_prev6
Highly correlated
This variable is highly correlated with COUNT_ATM_D_prev6 and should be ignored for analysis
| Correlation | 0.99877 |
|---|
ATM_C_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ATM_C_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ATM_C_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ATM_C_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ATM_C_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ATM_C_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
ATM_D_prev1
Numeric
| Distinct count | 3762 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8740.6 |
|---|---|
| Minimum | 0 |
| Maximum | 2519000 |
| Zeros (%) | 78.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 50000 |
| Maximum | 2519000 |
| Range | 2519000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 34885 |
|---|---|
| Coef of variation | 3.9911 |
| Kurtosis | 349.81 |
| Mean | 8740.6 |
| MAD | 14108 |
| Skewness | 12.55 |
| Sum | 2622200000 |
| Variance | 1216900000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 234160 | 78.1% | |
| 10000.0 | 5675 | 1.9% | |
| 20000.0 | 4855 | 1.6% | |
| 5000.0 | 3504 | 1.2% | |
| 15000.0 | 2598 | 0.9% | |
| 30000.0 | 2242 | 0.7% | |
| 40000.0 | 2087 | 0.7% | |
| 25000.0 | 1953 | 0.7% | |
| 50000.0 | 1407 | 0.5% | |
| 2000.0 | 1318 | 0.4% | |
| Other values (3752) | 40201 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 234160 | 78.1% | |
| 2.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 20.0 | 1 | 0.0% | |
| 70.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1480000.0 | 1 | 0.0% | |
| 1530000.0 | 1 | 0.0% | |
| 1954000.0 | 1 | 0.0% | |
| 2155500.0 | 1 | 0.0% | |
| 2519000.0 | 1 | 0.0% |
ATM_D_prev2
Numeric
| Distinct count | 3954 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9058.2 |
|---|---|
| Minimum | 0 |
| Maximum | 3127100 |
| Zeros (%) | 77.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 50000 |
| Maximum | 3127100 |
| Range | 3127100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 36824 |
|---|---|
| Coef of variation | 4.0653 |
| Kurtosis | 630.41 |
| Mean | 9058.2 |
| MAD | 14563 |
| Skewness | 16.037 |
| Sum | 2717500000 |
| Variance | 1356000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 232849 | 77.6% | |
| 10000.0 | 5650 | 1.9% | |
| 20000.0 | 4686 | 1.6% | |
| 5000.0 | 3576 | 1.2% | |
| 15000.0 | 2590 | 0.9% | |
| 30000.0 | 2296 | 0.8% | |
| 40000.0 | 2041 | 0.7% | |
| 25000.0 | 1989 | 0.7% | |
| 50000.0 | 1419 | 0.5% | |
| 2000.0 | 1308 | 0.4% | |
| Other values (3944) | 41596 | 13.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 232849 | 77.6% | |
| 60.0 | 1 | 0.0% | |
| 100.0 | 237 | 0.1% | |
| 155.0 | 1 | 0.0% | |
| 160.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1869000.0 | 1 | 0.0% | |
| 2165200.0 | 1 | 0.0% | |
| 2350000.0 | 1 | 0.0% | |
| 2670000.0 | 1 | 0.0% | |
| 3127145.46 | 1 | 0.0% |
ATM_D_prev3
Numeric
| Distinct count | 4052 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9151.3 |
|---|---|
| Minimum | 0 |
| Maximum | 2226000 |
| Zeros (%) | 77.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 50000 |
| Maximum | 2226000 |
| Range | 2226000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 37101 |
|---|---|
| Coef of variation | 4.0542 |
| Kurtosis | 383.7 |
| Mean | 9151.3 |
| MAD | 14705 |
| Skewness | 13.745 |
| Sum | 2745400000 |
| Variance | 1376500000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 232742 | 77.6% | |
| 10000.0 | 5752 | 1.9% | |
| 20000.0 | 4768 | 1.6% | |
| 5000.0 | 3604 | 1.2% | |
| 15000.0 | 2594 | 0.9% | |
| 30000.0 | 2289 | 0.8% | |
| 40000.0 | 2056 | 0.7% | |
| 25000.0 | 1949 | 0.6% | |
| 50000.0 | 1424 | 0.5% | |
| 2000.0 | 1333 | 0.4% | |
| Other values (4042) | 41489 | 13.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 232742 | 77.6% | |
| 9.41 | 1 | 0.0% | |
| 50.0 | 1 | 0.0% | |
| 60.0 | 1 | 0.0% | |
| 93.09 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1844500.0 | 1 | 0.0% | |
| 1846000.0 | 1 | 0.0% | |
| 2036000.0 | 1 | 0.0% | |
| 2049000.0 | 1 | 0.0% | |
| 2226000.0 | 1 | 0.0% |
ATM_D_prev4
Numeric
| Distinct count | 3769 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8370.9 |
|---|---|
| Minimum | 0 |
| Maximum | 2372000 |
| Zeros (%) | 78.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 48000 |
| Maximum | 2372000 |
| Range | 2372000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 33500 |
|---|---|
| Coef of variation | 4.0019 |
| Kurtosis | 425.01 |
| Mean | 8370.9 |
| MAD | 13540 |
| Skewness | 13.895 |
| Sum | 2511300000 |
| Variance | 1122200000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 235057 | 78.4% | |
| 10000.0 | 5565 | 1.9% | |
| 20000.0 | 4542 | 1.5% | |
| 5000.0 | 3384 | 1.1% | |
| 15000.0 | 2528 | 0.8% | |
| 30000.0 | 2198 | 0.7% | |
| 25000.0 | 1986 | 0.7% | |
| 40000.0 | 1960 | 0.7% | |
| 50000.0 | 1367 | 0.5% | |
| 2000.0 | 1273 | 0.4% | |
| Other values (3759) | 40140 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 235057 | 78.4% | |
| 5.0 | 1 | 0.0% | |
| 8.01 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% | |
| 55.5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1604000.0 | 1 | 0.0% | |
| 1810000.0 | 1 | 0.0% | |
| 2000000.0 | 1 | 0.0% | |
| 2010000.0 | 1 | 0.0% | |
| 2372000.0 | 1 | 0.0% |
ATM_D_prev5
Numeric
| Distinct count | 4041 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8406.6 |
|---|---|
| Minimum | 0 |
| Maximum | 3700000 |
| Zeros (%) | 78.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 47700 |
| Maximum | 3700000 |
| Range | 3700000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 34248 |
|---|---|
| Coef of variation | 4.0739 |
| Kurtosis | 742.49 |
| Mean | 8406.6 |
| MAD | 13567 |
| Skewness | 16.125 |
| Sum | 2522000000 |
| Variance | 1172900000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 234054 | 78.0% | |
| 10000.0 | 5561 | 1.9% | |
| 20000.0 | 4445 | 1.5% | |
| 5000.0 | 3629 | 1.2% | |
| 15000.0 | 2546 | 0.8% | |
| 30000.0 | 2126 | 0.7% | |
| 25000.0 | 1989 | 0.7% | |
| 40000.0 | 1876 | 0.6% | |
| 2000.0 | 1348 | 0.4% | |
| 50000.0 | 1325 | 0.4% | |
| Other values (4031) | 41101 | 13.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 234054 | 78.0% | |
| 1.0 | 1 | 0.0% | |
| 3.4 | 1 | 0.0% | |
| 50.0 | 1 | 0.0% | |
| 56.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1487000.0 | 1 | 0.0% | |
| 1505200.0 | 1 | 0.0% | |
| 1829000.0 | 1 | 0.0% | |
| 1998000.0 | 1 | 0.0% | |
| 3700000.0 | 1 | 0.0% |
ATM_D_prev6
Numeric
| Distinct count | 3854 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7653.3 |
|---|---|
| Minimum | 0 |
| Maximum | 2104000 |
| Zeros (%) | 79.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 42500 |
| Maximum | 2104000 |
| Range | 2104000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 31941 |
|---|---|
| Coef of variation | 4.1734 |
| Kurtosis | 406.27 |
| Mean | 7653.3 |
| MAD | 12488 |
| Skewness | 13.958 |
| Sum | 2296000000 |
| Variance | 1020200000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 237336 | 79.1% | |
| 10000.0 | 5386 | 1.8% | |
| 20000.0 | 4260 | 1.4% | |
| 5000.0 | 3445 | 1.1% | |
| 15000.0 | 2562 | 0.9% | |
| 30000.0 | 2080 | 0.7% | |
| 25000.0 | 1827 | 0.6% | |
| 40000.0 | 1793 | 0.6% | |
| 2000.0 | 1349 | 0.4% | |
| 50000.0 | 1236 | 0.4% | |
| Other values (3844) | 38726 | 12.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 237336 | 79.1% | |
| 5.0 | 1 | 0.0% | |
| 10.0 | 1 | 0.0% | |
| 100.0 | 226 | 0.1% | |
| 101.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1540837.6 | 1 | 0.0% | |
| 1700000.0 | 1 | 0.0% | |
| 1798500.0 | 1 | 0.0% | |
| 1940000.0 | 1 | 0.0% | |
| 2104000.0 | 1 | 0.0% |
ATM_amt_prev1
Highly correlated
This variable is highly correlated with ATM_D_prev1 and should be ignored for analysis
| Correlation | 1 |
|---|
ATM_amt_prev2
Highly correlated
This variable is highly correlated with ATM_D_prev2 and should be ignored for analysis
| Correlation | 1 |
|---|
ATM_amt_prev3
Highly correlated
This variable is highly correlated with ATM_D_prev3 and should be ignored for analysis
| Correlation | 1 |
|---|
ATM_amt_prev4
Highly correlated
This variable is highly correlated with ATM_D_prev4 and should be ignored for analysis
| Correlation | 1 |
|---|
ATM_amt_prev5
Highly correlated
This variable is highly correlated with ATM_D_prev5 and should be ignored for analysis
| Correlation | 1 |
|---|
ATM_amt_prev6
Highly correlated
This variable is highly correlated with ATM_D_prev6 and should be ignored for analysis
| Correlation | 1 |
|---|
BAL_prev1
Numeric
| Distinct count | 298538 |
|---|---|
| Unique (%) | 99.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 537970 |
|---|---|
| Minimum | -1662400 |
| Maximum | 1415100000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1662400 |
|---|---|
| 5-th percentile | 63872 |
| Q1 | 139300 |
| Median | 241200 |
| Q3 | 469500 |
| 95-th percentile | 1506300 |
| Maximum | 1415100000 |
| Range | 1416800000 |
| Interquartile range | 330200 |
Descriptive statistics
| Standard deviation | 4938600 |
|---|---|
| Coef of variation | 9.1801 |
| Kurtosis | 42769 |
| Mean | 537970 |
| MAD | 502100 |
| Skewness | 183.94 |
| Sum | 161390000000 |
| Variance | 24390000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 100000.0 | 362 | 0.1% | |
| 0.0 | 44 | 0.0% | |
| 120000.0 | 9 | 0.0% | |
| 200000.0 | 7 | 0.0% | |
| 110000.0 | 6 | 0.0% | |
| 300000.0 | 6 | 0.0% | |
| 112413.79 | 5 | 0.0% | |
| 150000.0 | 5 | 0.0% | |
| 10000.0 | 4 | 0.0% | |
| 600000.0 | 4 | 0.0% | |
| Other values (298528) | 299548 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1662377.96 | 1 | 0.0% | |
| -1157875.45 | 1 | 0.0% | |
| -1065402.84 | 1 | 0.0% | |
| -727540.85 | 1 | 0.0% | |
| -639117.56 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 713758995.9 | 1 | 0.0% | |
| 816872163.5 | 1 | 0.0% | |
| 1061522130.0 | 1 | 0.0% | |
| 1119108050.0 | 1 | 0.0% | |
| 1415115066.0 | 1 | 0.0% |
BAL_prev2
Highly correlated
This variable is highly correlated with CR_AMB_Prev1 and should be ignored for analysis
| Correlation | 0.95884 |
|---|
BAL_prev3
Highly correlated
This variable is highly correlated with CR_AMB_Prev2 and should be ignored for analysis
| Correlation | 0.91028 |
|---|
BAL_prev4
Highly correlated
This variable is highly correlated with CR_AMB_Prev3 and should be ignored for analysis
| Correlation | 0.94189 |
|---|
BAL_prev5
Highly correlated
This variable is highly correlated with CR_AMB_Prev4 and should be ignored for analysis
| Correlation | 0.95827 |
|---|
BAL_prev6
Highly correlated
This variable is highly correlated with CR_AMB_Prev5 and should be ignored for analysis
| Correlation | 0.90475 |
|---|
BL_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 99.9% |
| Missing (n) | 299804 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 196 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 196 | 0.1% | |
| (Missing) | 299804 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 196 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 196 | 0.1% |
BL_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 297866 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.6898 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.46269 |
|---|---|
| Coef of variation | 0.27382 |
| Kurtosis | -1.327 |
| Mean | 1.6898 |
| MAD | 0.42796 |
| Skewness | -0.82112 |
| Sum | 3606 |
| Variance | 0.21408 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 1472 | 0.5% | |
| 1.0 | 662 | 0.2% | |
| (Missing) | 297866 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 662 | 0.2% | |
| 2.0 | 1472 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 662 | 0.2% | |
| 2.0 | 1472 | 0.5% |
BL_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 100.0% |
| Missing (n) | 299856 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 144 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 144 | 0.0% | |
| (Missing) | 299856 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 144 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 144 | 0.0% |
BL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 297866 |
| Y | 2134 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 2134 | 0.7% | |
| (Missing) | 297866 | 99.3% |
BRANCH_C_prev1
Highly correlated
This variable is highly correlated with D_prev1 and should be ignored for analysis
| Correlation | 0.94217 |
|---|
BRANCH_C_prev2
Highly correlated
This variable is highly correlated with D_prev2 and should be ignored for analysis
| Correlation | 0.92631 |
|---|
BRANCH_C_prev3
Highly correlated
This variable is highly correlated with C_prev3 and should be ignored for analysis
| Correlation | 0.99534 |
|---|
BRANCH_C_prev4
Highly correlated
This variable is highly correlated with C_prev4 and should be ignored for analysis
| Correlation | 0.99842 |
|---|
BRANCH_C_prev5
Highly correlated
This variable is highly correlated with C_prev5 and should be ignored for analysis
| Correlation | 0.98559 |
|---|
BRANCH_C_prev6
Highly correlated
This variable is highly correlated with C_prev6 and should be ignored for analysis
| Correlation | 0.98628 |
|---|
BRANCH_D_prev1
Highly correlated
This variable is highly correlated with BRANCH_C_prev1 and should be ignored for analysis
| Correlation | 0.92458 |
|---|
BRANCH_D_prev2
Highly correlated
This variable is highly correlated with BRANCH_C_prev2 and should be ignored for analysis
| Correlation | 0.92833 |
|---|
BRANCH_D_prev3
Highly correlated
This variable is highly correlated with D_prev3 and should be ignored for analysis
| Correlation | 0.98489 |
|---|
BRANCH_D_prev4
Highly correlated
This variable is highly correlated with D_prev4 and should be ignored for analysis
| Correlation | 0.99519 |
|---|
BRANCH_D_prev5
Highly correlated
This variable is highly correlated with D_prev5 and should be ignored for analysis
| Correlation | 0.9891 |
|---|
BRANCH_D_prev6
Highly correlated
This variable is highly correlated with D_prev6 and should be ignored for analysis
| Correlation | 0.98505 |
|---|
BRN_CASH_Dep_Amt_prev1
Numeric
| Distinct count | 3077 |
|---|---|
| Unique (%) | 9.2% |
| Missing (%) | 88.8% |
| Missing (n) | 266388 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 125910 |
|---|---|
| Minimum | 0 |
| Maximum | 109940000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4000 |
| Q1 | 19000 |
| Median | 45000 |
| Q3 | 100000 |
| 95-th percentile | 425000 |
| Maximum | 109940000 |
| Range | 109940000 |
| Interquartile range | 81000 |
Descriptive statistics
| Standard deviation | 1068100 |
|---|---|
| Coef of variation | 8.4829 |
| Kurtosis | 6185 |
| Mean | 125910 |
| MAD | 138510 |
| Skewness | 72.546 |
| Sum | 4232100000 |
| Variance | 1140800000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 20000.0 | 1657 | 0.6% | |
| 50000.0 | 1570 | 0.5% | |
| 10000.0 | 1557 | 0.5% | |
| 100000.0 | 1466 | 0.5% | |
| 40000.0 | 1331 | 0.4% | |
| 30000.0 | 1208 | 0.4% | |
| 25000.0 | 1032 | 0.3% | |
| 45000.0 | 971 | 0.3% | |
| 15000.0 | 887 | 0.3% | |
| 5000.0 | 742 | 0.2% | |
| Other values (3066) | 21191 | 7.1% | |
| (Missing) | 266388 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 24 | 0.0% | |
| 1.0 | 1 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| 49.0 | 1 | 0.0% | |
| 50.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 52682718.0 | 1 | 0.0% | |
| 56442837.0 | 1 | 0.0% | |
| 79423663.0 | 1 | 0.0% | |
| 90088649.0 | 1 | 0.0% | |
| 109937134.0 | 1 | 0.0% |
BRN_CASH_Dep_Amt_prev2
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Amt_prev1 and should be ignored for analysis
| Correlation | 0.93553 |
|---|
BRN_CASH_Dep_Amt_prev3
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Amt_prev2 and should be ignored for analysis
| Correlation | 0.97369 |
|---|
BRN_CASH_Dep_Amt_prev4
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Amt_prev3 and should be ignored for analysis
| Correlation | 0.93589 |
|---|
BRN_CASH_Dep_Amt_prev5
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Amt_prev4 and should be ignored for analysis
| Correlation | 0.93848 |
|---|
BRN_CASH_Dep_Amt_prev6
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Amt_prev5 and should be ignored for analysis
| Correlation | 0.95305 |
|---|
BRN_CASH_Dep_Cnt_prev1
Numeric
| Distinct count | 50 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 88.8% |
| Missing (n) | 266388 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7452 |
|---|---|
| Minimum | 1 |
| Maximum | 2104 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 2104 |
| Range | 2103 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 11.734 |
|---|---|
| Coef of variation | 6.7235 |
| Kurtosis | 30660 |
| Mean | 1.7452 |
| MAD | 1.0178 |
| Skewness | 171.4 |
| Sum | 58660 |
| Variance | 137.68 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 22953 | 7.7% | |
| 2.0 | 6142 | 2.0% | |
| 3.0 | 2287 | 0.8% | |
| 4.0 | 1009 | 0.3% | |
| 5.0 | 466 | 0.2% | |
| 6.0 | 260 | 0.1% | |
| 7.0 | 163 | 0.1% | |
| 8.0 | 71 | 0.0% | |
| 9.0 | 46 | 0.0% | |
| 10.0 | 35 | 0.0% | |
| Other values (39) | 180 | 0.1% | |
| (Missing) | 266388 | 88.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 22953 | 7.7% | |
| 2.0 | 6142 | 2.0% | |
| 3.0 | 2287 | 0.8% | |
| 4.0 | 1009 | 0.3% | |
| 5.0 | 466 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 113.0 | 1 | 0.0% | |
| 122.0 | 1 | 0.0% | |
| 148.0 | 1 | 0.0% | |
| 187.0 | 1 | 0.0% | |
| 2104.0 | 1 | 0.0% |
BRN_CASH_Dep_Cnt_prev2
Highly correlated
This variable is highly correlated with custinit_CR_cnt_prev2 and should be ignored for analysis
| Correlation | 0.98223 |
|---|
BRN_CASH_Dep_Cnt_prev3
Highly correlated
This variable is highly correlated with custinit_CR_cnt_prev3 and should be ignored for analysis
| Correlation | 0.98234 |
|---|
BRN_CASH_Dep_Cnt_prev4
Highly correlated
This variable is highly correlated with custinit_CR_cnt_prev4 and should be ignored for analysis
| Correlation | 0.99414 |
|---|
BRN_CASH_Dep_Cnt_prev5
Numeric
| Distinct count | 50 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 88.3% |
| Missing (n) | 264854 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7041 |
|---|---|
| Minimum | 1 |
| Maximum | 770 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 770 |
| Range | 769 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 6.4851 |
|---|---|
| Coef of variation | 3.8056 |
| Kurtosis | 10693 |
| Mean | 1.7041 |
| MAD | 0.96212 |
| Skewness | 96.2 |
| Sum | 59893 |
| Variance | 42.057 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 24012 | 8.0% | |
| 2.0 | 6658 | 2.2% | |
| 3.0 | 2315 | 0.8% | |
| 4.0 | 963 | 0.3% | |
| 5.0 | 498 | 0.2% | |
| 6.0 | 256 | 0.1% | |
| 7.0 | 132 | 0.0% | |
| 8.0 | 76 | 0.0% | |
| 9.0 | 50 | 0.0% | |
| 10.0 | 29 | 0.0% | |
| Other values (39) | 157 | 0.1% | |
| (Missing) | 264854 | 88.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24012 | 8.0% | |
| 2.0 | 6658 | 2.2% | |
| 3.0 | 2315 | 0.8% | |
| 4.0 | 963 | 0.3% | |
| 5.0 | 498 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 155.0 | 1 | 0.0% | |
| 193.0 | 1 | 0.0% | |
| 369.0 | 1 | 0.0% | |
| 739.0 | 1 | 0.0% | |
| 770.0 | 1 | 0.0% |
BRN_CASH_Dep_Cnt_prev6
Numeric
| Distinct count | 52 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 88.0% |
| Missing (n) | 263856 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.6411 |
|---|---|
| Minimum | 1 |
| Maximum | 241 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 241 |
| Range | 240 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.4776 |
|---|---|
| Coef of variation | 1.5098 |
| Kurtosis | 3073.9 |
| Mean | 1.6411 |
| MAD | 0.88197 |
| Skewness | 41.167 |
| Sum | 59315 |
| Variance | 6.1387 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 24863 | 8.3% | |
| 2.0 | 6743 | 2.2% | |
| 3.0 | 2394 | 0.8% | |
| 4.0 | 986 | 0.3% | |
| 5.0 | 474 | 0.2% | |
| 6.0 | 252 | 0.1% | |
| 7.0 | 107 | 0.0% | |
| 8.0 | 80 | 0.0% | |
| 10.0 | 46 | 0.0% | |
| 9.0 | 39 | 0.0% | |
| Other values (41) | 160 | 0.1% | |
| (Missing) | 263856 | 88.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24863 | 8.3% | |
| 2.0 | 6743 | 2.2% | |
| 3.0 | 2394 | 0.8% | |
| 4.0 | 986 | 0.3% | |
| 5.0 | 474 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 99.0 | 1 | 0.0% | |
| 100.0 | 1 | 0.0% | |
| 106.0 | 1 | 0.0% | |
| 149.0 | 1 | 0.0% | |
| 241.0 | 1 | 0.0% |
BRN_CW_Amt_prev1
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 99.9% |
| Missing (n) | 299708 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.6712 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.0378 |
|---|---|
| Coef of variation | 0.76288 |
| Kurtosis | 0.49543 |
| Mean | 2.6712 |
| MAD | 1.6591 |
| Skewness | 1.2423 |
| Sum | 780 |
| Variance | 4.1527 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 110 | 0.0% | |
| 2.0 | 87 | 0.0% | |
| 5.0 | 33 | 0.0% | |
| 3.0 | 19 | 0.0% | |
| 7.0 | 15 | 0.0% | |
| 6.0 | 11 | 0.0% | |
| 4.0 | 9 | 0.0% | |
| 8.0 | 5 | 0.0% | |
| 9.0 | 3 | 0.0% | |
| (Missing) | 299708 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 110 | 0.0% | |
| 2.0 | 87 | 0.0% | |
| 3.0 | 19 | 0.0% | |
| 4.0 | 9 | 0.0% | |
| 5.0 | 33 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 33 | 0.0% | |
| 6.0 | 11 | 0.0% | |
| 7.0 | 15 | 0.0% | |
| 8.0 | 5 | 0.0% | |
| 9.0 | 3 | 0.0% |
BRN_CW_Amt_prev2
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 99.9% |
| Missing (n) | 299718 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.7021 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.8684 |
|---|---|
| Coef of variation | 0.69147 |
| Kurtosis | 0.51429 |
| Mean | 2.7021 |
| MAD | 1.5686 |
| Skewness | 1.066 |
| Sum | 762 |
| Variance | 3.491 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 99 | 0.0% | |
| 2.0 | 75 | 0.0% | |
| 5.0 | 49 | 0.0% | |
| 3.0 | 24 | 0.0% | |
| 4.0 | 16 | 0.0% | |
| 6.0 | 10 | 0.0% | |
| 7.0 | 4 | 0.0% | |
| 9.0 | 4 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| (Missing) | 299718 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 99 | 0.0% | |
| 2.0 | 75 | 0.0% | |
| 3.0 | 24 | 0.0% | |
| 4.0 | 16 | 0.0% | |
| 5.0 | 49 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 49 | 0.0% | |
| 6.0 | 10 | 0.0% | |
| 7.0 | 4 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| 9.0 | 4 | 0.0% |
BRN_CW_Amt_prev3
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 2.8% |
| Missing (%) | 99.9% |
| Missing (n) | 299643 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.6975 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.8823 |
|---|---|
| Coef of variation | 0.6978 |
| Kurtosis | 0.46193 |
| Mean | 2.6975 |
| MAD | 1.5862 |
| Skewness | 1.0634 |
| Sum | 963 |
| Variance | 3.5431 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 129 | 0.0% | |
| 2.0 | 92 | 0.0% | |
| 5.0 | 59 | 0.0% | |
| 4.0 | 27 | 0.0% | |
| 3.0 | 26 | 0.0% | |
| 6.0 | 11 | 0.0% | |
| 7.0 | 5 | 0.0% | |
| 8.0 | 4 | 0.0% | |
| 9.0 | 4 | 0.0% | |
| (Missing) | 299643 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 129 | 0.0% | |
| 2.0 | 92 | 0.0% | |
| 3.0 | 26 | 0.0% | |
| 4.0 | 27 | 0.0% | |
| 5.0 | 59 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 59 | 0.0% | |
| 6.0 | 11 | 0.0% | |
| 7.0 | 5 | 0.0% | |
| 8.0 | 4 | 0.0% | |
| 9.0 | 4 | 0.0% |
BRN_CW_Amt_prev4
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 99.9% |
| Missing (n) | 299708 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.6096 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3.25 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 2.25 |
Descriptive statistics
| Standard deviation | 1.8936 |
|---|---|
| Coef of variation | 0.72565 |
| Kurtosis | 1.0348 |
| Mean | 2.6096 |
| MAD | 1.5274 |
| Skewness | 1.2859 |
| Sum | 762 |
| Variance | 3.5859 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 109 | 0.0% | |
| 2.0 | 78 | 0.0% | |
| 5.0 | 43 | 0.0% | |
| 3.0 | 32 | 0.0% | |
| 4.0 | 10 | 0.0% | |
| 6.0 | 6 | 0.0% | |
| 8.0 | 6 | 0.0% | |
| 7.0 | 5 | 0.0% | |
| 9.0 | 3 | 0.0% | |
| (Missing) | 299708 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 109 | 0.0% | |
| 2.0 | 78 | 0.0% | |
| 3.0 | 32 | 0.0% | |
| 4.0 | 10 | 0.0% | |
| 5.0 | 43 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 43 | 0.0% | |
| 6.0 | 6 | 0.0% | |
| 7.0 | 5 | 0.0% | |
| 8.0 | 6 | 0.0% | |
| 9.0 | 3 | 0.0% |
BRN_CW_Amt_prev5
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 99.9% |
| Missing (n) | 299706 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.9116 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.2198 |
|---|---|
| Coef of variation | 0.76239 |
| Kurtosis | 0.44928 |
| Mean | 2.9116 |
| MAD | 1.7895 |
| Skewness | 1.166 |
| Sum | 856 |
| Variance | 4.9273 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 109 | 0.0% | |
| 2.0 | 60 | 0.0% | |
| 3.0 | 39 | 0.0% | |
| 5.0 | 33 | 0.0% | |
| 6.0 | 15 | 0.0% | |
| 4.0 | 13 | 0.0% | |
| 8.0 | 10 | 0.0% | |
| 9.0 | 9 | 0.0% | |
| 7.0 | 6 | 0.0% | |
| (Missing) | 299706 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 109 | 0.0% | |
| 2.0 | 60 | 0.0% | |
| 3.0 | 39 | 0.0% | |
| 4.0 | 13 | 0.0% | |
| 5.0 | 33 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 33 | 0.0% | |
| 6.0 | 15 | 0.0% | |
| 7.0 | 6 | 0.0% | |
| 8.0 | 10 | 0.0% | |
| 9.0 | 9 | 0.0% |
BRN_CW_Amt_prev6
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 99.9% |
| Missing (n) | 299704 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.7905 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.1225 |
|---|---|
| Coef of variation | 0.76062 |
| Kurtosis | -0.32565 |
| Mean | 2.7905 |
| MAD | 1.8178 |
| Skewness | 0.97075 |
| Sum | 826 |
| Variance | 4.5051 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 122 | 0.0% | |
| 2.0 | 64 | 0.0% | |
| 5.0 | 37 | 0.0% | |
| 7.0 | 17 | 0.0% | |
| 3.0 | 17 | 0.0% | |
| 6.0 | 16 | 0.0% | |
| 4.0 | 15 | 0.0% | |
| 8.0 | 7 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| (Missing) | 299704 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 122 | 0.0% | |
| 2.0 | 64 | 0.0% | |
| 3.0 | 17 | 0.0% | |
| 4.0 | 15 | 0.0% | |
| 5.0 | 37 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 37 | 0.0% | |
| 6.0 | 16 | 0.0% | |
| 7.0 | 17 | 0.0% | |
| 8.0 | 7 | 0.0% | |
| 9.0 | 1 | 0.0% |
BRN_CW_Cnt_prev1
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 99.9% |
| Missing (n) | 299708 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1233 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4959 |
|---|---|
| Coef of variation | 0.44147 |
| Kurtosis | 46.413 |
| Mean | 1.1233 |
| MAD | 0.22546 |
| Skewness | 6.0431 |
| Sum | 328 |
| Variance | 0.24592 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 267 | 0.1% | |
| 2.0 | 19 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 299708 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 267 | 0.1% | |
| 2.0 | 19 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 267 | 0.1% | |
| 2.0 | 19 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% |
BRN_CW_Cnt_prev2
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 99.9% |
| Missing (n) | 299718 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.195 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.57922 |
|---|---|
| Coef of variation | 0.48469 |
| Kurtosis | 17.285 |
| Mean | 1.195 |
| MAD | 0.33751 |
| Skewness | 3.8318 |
| Sum | 337 |
| Variance | 0.33549 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 244 | 0.1% | |
| 2.0 | 27 | 0.0% | |
| 3.0 | 7 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| (Missing) | 299718 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 244 | 0.1% | |
| 2.0 | 27 | 0.0% | |
| 3.0 | 7 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 244 | 0.1% | |
| 2.0 | 27 | 0.0% | |
| 3.0 | 7 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% |
BRN_CW_Cnt_prev3
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 99.9% |
| Missing (n) | 299643 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1485 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.51694 |
|---|---|
| Coef of variation | 0.45011 |
| Kurtosis | 30.468 |
| Mean | 1.1485 |
| MAD | 0.26615 |
| Skewness | 4.8559 |
| Sum | 410 |
| Variance | 0.26722 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 320 | 0.1% | |
| 2.0 | 27 | 0.0% | |
| 3.0 | 6 | 0.0% | |
| 4.0 | 3 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 299643 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 320 | 0.1% | |
| 2.0 | 27 | 0.0% | |
| 3.0 | 6 | 0.0% | |
| 4.0 | 3 | 0.0% | |
| 6.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 320 | 0.1% | |
| 2.0 | 27 | 0.0% | |
| 3.0 | 6 | 0.0% | |
| 4.0 | 3 | 0.0% | |
| 6.0 | 1 | 0.0% |
BRN_CW_Cnt_prev4
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 99.9% |
| Missing (n) | 299708 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1541 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.59223 |
|---|---|
| Coef of variation | 0.51315 |
| Kurtosis | 64.404 |
| Mean | 1.1541 |
| MAD | 0.27761 |
| Skewness | 6.7421 |
| Sum | 337 |
| Variance | 0.35074 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 263 | 0.1% | |
| 2.0 | 19 | 0.0% | |
| 3.0 | 8 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 299708 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 263 | 0.1% | |
| 2.0 | 19 | 0.0% | |
| 3.0 | 8 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 263 | 0.1% | |
| 2.0 | 19 | 0.0% | |
| 3.0 | 8 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
BRN_CW_Cnt_prev5
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 99.9% |
| Missing (n) | 299706 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1633 |
|---|---|
| Minimum | 1 |
| Maximum | 4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.48935 |
|---|---|
| Coef of variation | 0.42067 |
| Kurtosis | 11.785 |
| Mean | 1.1633 |
| MAD | 0.28766 |
| Skewness | 3.3534 |
| Sum | 342 |
| Variance | 0.23947 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 259 | 0.1% | |
| 2.0 | 24 | 0.0% | |
| 3.0 | 9 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| (Missing) | 299706 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 259 | 0.1% | |
| 2.0 | 24 | 0.0% | |
| 3.0 | 9 | 0.0% | |
| 4.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 259 | 0.1% | |
| 2.0 | 24 | 0.0% | |
| 3.0 | 9 | 0.0% | |
| 4.0 | 2 | 0.0% |
BRN_CW_Cnt_prev6
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 99.9% |
| Missing (n) | 299704 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1318 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.46527 |
|---|---|
| Coef of variation | 0.41111 |
| Kurtosis | 27.159 |
| Mean | 1.1318 |
| MAD | 0.2377 |
| Skewness | 4.7126 |
| Sum | 335 |
| Variance | 0.21648 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 267 | 0.1% | |
| 2.0 | 23 | 0.0% | |
| 3.0 | 3 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 299704 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 267 | 0.1% | |
| 2.0 | 23 | 0.0% | |
| 3.0 | 3 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 267 | 0.1% | |
| 2.0 | 23 | 0.0% | |
| 3.0 | 3 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 1 | 0.0% |
Billpay_Active_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 91.7% |
| Missing (n) | 275037 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 24963 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 24963 | 8.3% | |
| (Missing) | 275037 | 91.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24963 | 8.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24963 | 8.3% |
Billpay_Active_PrevQ1_N
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| A_MISSING | |
|---|---|
| B_1 | 24963 |
| Value | Count | Frequency (%) | |
| A_MISSING | 275037 | 91.7% | |
| B_1 | 24963 | 8.3% |
Billpay_Reg_ason_Prev1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 83.6% |
| Missing (n) | 250859 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 49141 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 49141 | 16.4% | |
| (Missing) | 250859 | 83.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 49141 | 16.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 49141 | 16.4% |
Billpay_Reg_ason_Prev1_N
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| A_MISSING | |
|---|---|
| B_1 | 49141 |
| Value | Count | Frequency (%) | |
| A_MISSING | 250859 | 83.6% | |
| B_1 | 49141 | 16.4% |
CASH_WD_AMT_Last6
Numeric
| Distinct count | 8787 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 50430 |
|---|---|
| Minimum | 0 |
| Maximum | 12550000 |
| Zeros (%) | 61.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 30500 |
| 95-th percentile | 260000 |
| Maximum | 12550000 |
| Range | 12550000 |
| Interquartile range | 30500 |
Descriptive statistics
| Standard deviation | 165630 |
|---|---|
| Coef of variation | 3.2844 |
| Kurtosis | 577.15 |
| Mean | 50430 |
| MAD | 72922 |
| Skewness | 15.081 |
| Sum | 15129000000 |
| Variance | 27434000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 184811 | 61.6% | |
| 10000.0 | 4561 | 1.5% | |
| 20000.0 | 3933 | 1.3% | |
| 5000.0 | 2970 | 1.0% | |
| 30000.0 | 2217 | 0.7% | |
| 15000.0 | 2110 | 0.7% | |
| 40000.0 | 2078 | 0.7% | |
| 25000.0 | 2026 | 0.7% | |
| 1000.0 | 1840 | 0.6% | |
| 50000.0 | 1687 | 0.6% | |
| Other values (8777) | 91767 | 30.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 184811 | 61.6% | |
| 100.0 | 665 | 0.2% | |
| 200.0 | 205 | 0.1% | |
| 300.0 | 65 | 0.0% | |
| 400.0 | 53 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9400000.0 | 1 | 0.0% | |
| 10654000.0 | 1 | 0.0% | |
| 10683000.0 | 1 | 0.0% | |
| 12492000.0 | 1 | 0.0% | |
| 12550000.0 | 1 | 0.0% |
CASH_WD_CNT_Last6
Numeric
| Distinct count | 287 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.429 |
|---|---|
| Minimum | 0 |
| Maximum | 1106 |
| Zeros (%) | 61.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 4 |
| 95-th percentile | 29 |
| Maximum | 1106 |
| Range | 1106 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 14.606 |
|---|---|
| Coef of variation | 2.6903 |
| Kurtosis | 222.03 |
| Mean | 5.429 |
| MAD | 7.6664 |
| Skewness | 8.5998 |
| Sum | 1628704 |
| Variance | 213.32 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 184811 | 61.6% | |
| 1 | 17192 | 5.7% | |
| 2 | 11237 | 3.7% | |
| 3 | 8252 | 2.8% | |
| 4 | 6581 | 2.2% | |
| 5 | 5805 | 1.9% | |
| 6 | 5255 | 1.8% | |
| 7 | 4367 | 1.5% | |
| 8 | 3952 | 1.3% | |
| 9 | 3550 | 1.2% | |
| Other values (277) | 48998 | 16.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 184811 | 61.6% | |
| 1 | 17192 | 5.7% | |
| 2 | 11237 | 3.7% | |
| 3 | 8252 | 2.8% | |
| 4 | 6581 | 2.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 528 | 1 | 0.0% | |
| 559 | 1 | 0.0% | |
| 562 | 1 | 0.0% | |
| 613 | 1 | 0.0% | |
| 1106 | 1 | 0.0% |
CC_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 99.8% |
| Missing (n) | 299404 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 596 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 596 | 0.2% | |
| (Missing) | 299404 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 596 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 596 | 0.2% |
CC_PREM_CLOSED_PREVQ1
Constant
This variable is constant and should be ignored for analysis
| Constant value |
|---|
CC_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 66.0% |
| Missing (n) | 198127 |
| Y | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 101873 | 34.0% | |
| (Missing) | 198127 | 66.0% |
CE_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 16.7% |
| Missing (%) | 100.0% |
| Missing (n) | 299988 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 12 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 12 | 0.0% | |
| (Missing) | 299988 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 12 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 12 | 0.0% |
CE_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 100.0% |
| Missing (n) | 299859 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5461 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.49965 |
|---|---|
| Coef of variation | 0.32317 |
| Kurtosis | -1.9934 |
| Mean | 1.5461 |
| MAD | 0.49575 |
| Skewness | -0.18718 |
| Sum | 218 |
| Variance | 0.24965 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 77 | 0.0% | |
| 1.0 | 64 | 0.0% | |
| (Missing) | 299859 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 64 | 0.0% | |
| 2.0 | 77 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 64 | 0.0% | |
| 2.0 | 77 | 0.0% |
CE_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 50.0% |
| Missing (%) | 100.0% |
| Missing (n) | 299996 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 4 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4 | 0.0% | |
| (Missing) | 299996 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 4 | 0.0% |
CE_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 100.0% |
| Missing (n) | 299859 |
| Y | 141 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 141 | 0.0% | |
| (Missing) | 299859 | 100.0% |
CNR_prev1
Numeric
| Distinct count | 187787 |
|---|---|
| Unique (%) | 62.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2329.5 |
|---|---|
| Minimum | -144900 |
| Maximum | 3093800 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -144900 |
|---|---|
| 5-th percentile | 178.85 |
| Q1 | 414.09 |
| Median | 828.16 |
| Q3 | 1831.9 |
| 95-th percentile | 7294.8 |
| Maximum | 3093800 |
| Range | 3238700 |
| Interquartile range | 1417.8 |
Descriptive statistics
| Standard deviation | 14178 |
|---|---|
| Coef of variation | 6.0862 |
| Kurtosis | 18126 |
| Mean | 2329.5 |
| MAD | 2492.9 |
| Skewness | 105.22 |
| Sum | 698860000 |
| Variance | 201010000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 39 | 0.0% | |
| 208.33 | 15 | 0.0% | |
| 275.47 | 12 | 0.0% | |
| 212.98 | 12 | 0.0% | |
| 284.68 | 11 | 0.0% | |
| 499.36 | 10 | 0.0% | |
| 303.26 | 10 | 0.0% | |
| 233.92 | 10 | 0.0% | |
| 209.73 | 10 | 0.0% | |
| 307.52 | 10 | 0.0% | |
| Other values (187777) | 299861 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -144904.1 | 1 | 0.0% | |
| -67190.14 | 1 | 0.0% | |
| -49956.66 | 1 | 0.0% | |
| -49816.65 | 1 | 0.0% | |
| -43379.9 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1549579.71 | 1 | 0.0% | |
| 1803450.97 | 1 | 0.0% | |
| 2211504.44 | 1 | 0.0% | |
| 2948156.39 | 1 | 0.0% | |
| 3093836.08 | 1 | 0.0% |
CNR_prev2
Numeric
| Distinct count | 186107 |
|---|---|
| Unique (%) | 62.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2289.9 |
|---|---|
| Minimum | -178470 |
| Maximum | 2528100 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -178470 |
|---|---|
| 5-th percentile | 205 |
| Q1 | 422.98 |
| Median | 833.43 |
| Q3 | 1831.8 |
| 95-th percentile | 7169 |
| Maximum | 2528100 |
| Range | 2706500 |
| Interquartile range | 1408.9 |
Descriptive statistics
| Standard deviation | 12005 |
|---|---|
| Coef of variation | 5.2426 |
| Kurtosis | 13338 |
| Mean | 2289.9 |
| MAD | 2422.2 |
| Skewness | 85.046 |
| Sum | 686970000 |
| Variance | 144120000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 342 | 0.1% | |
| -7.0 | 99 | 0.0% | |
| -14.0 | 26 | 0.0% | |
| 208.33 | 14 | 0.0% | |
| 247.38 | 12 | 0.0% | |
| 224.92 | 11 | 0.0% | |
| 418.72 | 11 | 0.0% | |
| 240.05 | 11 | 0.0% | |
| 283.87 | 11 | 0.0% | |
| 251.67 | 11 | 0.0% | |
| Other values (186097) | 299452 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -178467.84 | 1 | 0.0% | |
| -149853.32 | 1 | 0.0% | |
| -97902.49 | 1 | 0.0% | |
| -88390.45 | 1 | 0.0% | |
| -87184.46 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1148197.05 | 1 | 0.0% | |
| 1556354.17 | 1 | 0.0% | |
| 1600944.15 | 1 | 0.0% | |
| 2211504.44 | 1 | 0.0% | |
| 2528064.71 | 1 | 0.0% |
CNR_prev3
Numeric
| Distinct count | 186577 |
|---|---|
| Unique (%) | 62.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2278.1 |
|---|---|
| Minimum | -159320 |
| Maximum | 3537500 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -159320 |
|---|---|
| 5-th percentile | 183.97 |
| Q1 | 417.49 |
| Median | 825 |
| Q3 | 1806.5 |
| 95-th percentile | 6920.5 |
| Maximum | 3537500 |
| Range | 3696900 |
| Interquartile range | 1389 |
Descriptive statistics
| Standard deviation | 14670 |
|---|---|
| Coef of variation | 6.4397 |
| Kurtosis | 20135 |
| Mean | 2278.1 |
| MAD | 2416.3 |
| Skewness | 109.29 |
| Sum | 683430000 |
| Variance | 215220000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 385 | 0.1% | |
| -7.0 | 108 | 0.0% | |
| -14.0 | 24 | 0.0% | |
| 208.33 | 13 | 0.0% | |
| 234.6 | 13 | 0.0% | |
| 300.77 | 11 | 0.0% | |
| 274.29 | 11 | 0.0% | |
| 290.02 | 11 | 0.0% | |
| 218.38 | 11 | 0.0% | |
| 294.47 | 10 | 0.0% | |
| Other values (186567) | 299403 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -159324.69 | 1 | 0.0% | |
| -139534.62 | 1 | 0.0% | |
| -56246.23 | 1 | 0.0% | |
| -52636.96 | 1 | 0.0% | |
| -38507.94 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1563724.64 | 1 | 0.0% | |
| 1865986.88 | 1 | 0.0% | |
| 1874131.57 | 1 | 0.0% | |
| 3004366.71 | 1 | 0.0% | |
| 3537529.77 | 1 | 0.0% |
CNR_prev4
Numeric
| Distinct count | 187599 |
|---|---|
| Unique (%) | 62.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2174.5 |
|---|---|
| Minimum | -740470 |
| Maximum | 1991400 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -740470 |
|---|---|
| 5-th percentile | 125.73 |
| Q1 | 396.69 |
| Median | 804.26 |
| Q3 | 1770 |
| 95-th percentile | 6755.4 |
| Maximum | 1991400 |
| Range | 2731900 |
| Interquartile range | 1373.4 |
Descriptive statistics
| Standard deviation | 11483 |
|---|---|
| Coef of variation | 5.2807 |
| Kurtosis | 7051.4 |
| Mean | 2174.5 |
| MAD | 2301.3 |
| Skewness | 61.913 |
| Sum | 652360000 |
| Variance | 131860000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 247 | 0.1% | |
| -7.0 | 39 | 0.0% | |
| -14.0 | 14 | 0.0% | |
| 237.23 | 12 | 0.0% | |
| 247.75 | 11 | 0.0% | |
| 319.2 | 11 | 0.0% | |
| 319.21 | 11 | 0.0% | |
| 323.87 | 10 | 0.0% | |
| 456.93 | 10 | 0.0% | |
| 226.57 | 10 | 0.0% | |
| Other values (187589) | 299625 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -740467.65 | 1 | 0.0% | |
| -214426.84 | 1 | 0.0% | |
| -117763.1 | 1 | 0.0% | |
| -88053.25 | 1 | 0.0% | |
| -59718.79 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1139427.35 | 1 | 0.0% | |
| 1187962.23 | 1 | 0.0% | |
| 1361070.17 | 1 | 0.0% | |
| 1568350.95 | 1 | 0.0% | |
| 1991386.45 | 1 | 0.0% |
CNR_prev5
Numeric
| Distinct count | 186976 |
|---|---|
| Unique (%) | 62.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2236 |
|---|---|
| Minimum | -286130 |
| Maximum | 6724800 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -286130 |
|---|---|
| 5-th percentile | 90.22 |
| Q1 | 372.75 |
| Median | 771.66 |
| Q3 | 1727.2 |
| 95-th percentile | 6939.4 |
| Maximum | 6724800 |
| Range | 7011000 |
| Interquartile range | 1354.5 |
Descriptive statistics
| Standard deviation | 16944 |
|---|---|
| Coef of variation | 7.5777 |
| Kurtosis | 84298 |
| Mean | 2236 |
| MAD | 2443.2 |
| Skewness | 228.57 |
| Sum | 670810000 |
| Variance | 287100000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 250 | 0.1% | |
| -7.0 | 34 | 0.0% | |
| 263.78 | 11 | 0.0% | |
| 499.29 | 11 | 0.0% | |
| 416.8 | 11 | 0.0% | |
| 217.01 | 10 | 0.0% | |
| 386.99 | 10 | 0.0% | |
| 220.34 | 10 | 0.0% | |
| 221.6 | 10 | 0.0% | |
| 275.33 | 10 | 0.0% | |
| Other values (186966) | 299633 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -286127.3 | 1 | 0.0% | |
| -88368.86 | 1 | 0.0% | |
| -85702.76 | 1 | 0.0% | |
| -68949.93 | 1 | 0.0% | |
| -64307.89 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1172366.14 | 1 | 0.0% | |
| 1207817.57 | 1 | 0.0% | |
| 1571611.89 | 1 | 0.0% | |
| 2240206.85 | 1 | 0.0% | |
| 6724825.88 | 1 | 0.0% |
CNR_prev6
Numeric
| Distinct count | 187618 |
|---|---|
| Unique (%) | 62.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2290.5 |
|---|---|
| Minimum | -156310 |
| Maximum | 2628500 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -156310 |
|---|---|
| 5-th percentile | 73.959 |
| Q1 | 364.47 |
| Median | 766.32 |
| Q3 | 1725.2 |
| 95-th percentile | 7192.5 |
| Maximum | 2628500 |
| Range | 2784800 |
| Interquartile range | 1360.8 |
Descriptive statistics
| Standard deviation | 13377 |
|---|---|
| Coef of variation | 5.8402 |
| Kurtosis | 8343.1 |
| Mean | 2290.5 |
| MAD | 2540.8 |
| Skewness | 67.737 |
| Sum | 687160000 |
| Variance | 178950000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 335 | 0.1% | |
| -7.0 | 25 | 0.0% | |
| 20.84 | 18 | 0.0% | |
| 208.39 | 16 | 0.0% | |
| 54.19 | 15 | 0.0% | |
| 52.09 | 13 | 0.0% | |
| 0.01 | 13 | 0.0% | |
| 52.1 | 13 | 0.0% | |
| 208.4 | 12 | 0.0% | |
| 214.28 | 12 | 0.0% | |
| Other values (187608) | 299528 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -156314.56 | 1 | 0.0% | |
| -148295.71 | 1 | 0.0% | |
| -61115.07 | 1 | 0.0% | |
| -48125.61 | 1 | 0.0% | |
| -41590.91 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1249820.84 | 1 | 0.0% | |
| 1304339.96 | 1 | 0.0% | |
| 1359006.51 | 1 | 0.0% | |
| 1794466.84 | 1 | 0.0% | |
| 2628496.41 | 1 | 0.0% |
COUNT_ATM_C_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_ATM_C_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_ATM_C_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_ATM_C_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_ATM_C_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_ATM_C_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_ATM_D_prev1
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.92398 |
|---|---|
| Minimum | 0 |
| Maximum | 258 |
| Zeros (%) | 78.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 258 |
| Range | 258 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.9753 |
|---|---|
| Coef of variation | 3.2201 |
| Kurtosis | 325.6 |
| Mean | 0.92398 |
| MAD | 1.4424 |
| Skewness | 9.9904 |
| Sum | 277193 |
| Variance | 8.8526 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 234160 | 78.1% | |
| 1 | 19165 | 6.4% | |
| 2 | 12563 | 4.2% | |
| 3 | 8731 | 2.9% | |
| 4 | 6105 | 2.0% | |
| 5 | 4662 | 1.6% | |
| 6 | 3169 | 1.1% | |
| 7 | 2284 | 0.8% | |
| 8 | 1784 | 0.6% | |
| 9 | 1369 | 0.5% | |
| Other values (69) | 6008 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 234160 | 78.1% | |
| 1 | 19165 | 6.4% | |
| 2 | 12563 | 4.2% | |
| 3 | 8731 | 2.9% | |
| 4 | 6105 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 104 | 1 | 0.0% | |
| 110 | 1 | 0.0% | |
| 140 | 1 | 0.0% | |
| 165 | 1 | 0.0% | |
| 258 | 1 | 0.0% |
COUNT_ATM_D_prev2
Numeric
| Distinct count | 84 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.95891 |
|---|---|
| Minimum | 0 |
| Maximum | 218 |
| Zeros (%) | 77.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 218 |
| Range | 218 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.0724 |
|---|---|
| Coef of variation | 3.204 |
| Kurtosis | 277.73 |
| Mean | 0.95891 |
| MAD | 1.4885 |
| Skewness | 9.9109 |
| Sum | 287674 |
| Variance | 9.4396 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 232849 | 77.6% | |
| 1 | 19479 | 6.5% | |
| 2 | 12527 | 4.2% | |
| 3 | 8682 | 2.9% | |
| 4 | 6296 | 2.1% | |
| 5 | 4660 | 1.6% | |
| 6 | 3373 | 1.1% | |
| 7 | 2496 | 0.8% | |
| 8 | 1934 | 0.6% | |
| 9 | 1411 | 0.5% | |
| Other values (74) | 6293 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 232849 | 77.6% | |
| 1 | 19479 | 6.5% | |
| 2 | 12527 | 4.2% | |
| 3 | 8682 | 2.9% | |
| 4 | 6296 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 113 | 1 | 0.0% | |
| 118 | 2 | 0.0% | |
| 133 | 1 | 0.0% | |
| 181 | 2 | 0.0% | |
| 218 | 1 | 0.0% |
COUNT_ATM_D_prev3
Numeric
| Distinct count | 94 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.96807 |
|---|---|
| Minimum | 0 |
| Maximum | 218 |
| Zeros (%) | 77.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 218 |
| Range | 218 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.0937 |
|---|---|
| Coef of variation | 3.1958 |
| Kurtosis | 209.09 |
| Mean | 0.96807 |
| MAD | 1.5021 |
| Skewness | 9.1252 |
| Sum | 290420 |
| Variance | 9.5713 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 232742 | 77.6% | |
| 1 | 19386 | 6.5% | |
| 2 | 12521 | 4.2% | |
| 3 | 8649 | 2.9% | |
| 4 | 6237 | 2.1% | |
| 5 | 4671 | 1.6% | |
| 6 | 3422 | 1.1% | |
| 7 | 2489 | 0.8% | |
| 8 | 2020 | 0.7% | |
| 9 | 1462 | 0.5% | |
| Other values (84) | 6401 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 232742 | 77.6% | |
| 1 | 19386 | 6.5% | |
| 2 | 12521 | 4.2% | |
| 3 | 8649 | 2.9% | |
| 4 | 6237 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 109 | 1 | 0.0% | |
| 113 | 1 | 0.0% | |
| 114 | 1 | 0.0% | |
| 123 | 1 | 0.0% | |
| 218 | 1 | 0.0% |
COUNT_ATM_D_prev4
Numeric
| Distinct count | 86 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.89388 |
|---|---|
| Minimum | 0 |
| Maximum | 155 |
| Zeros (%) | 78.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 155 |
| Range | 155 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.8501 |
|---|---|
| Coef of variation | 3.1885 |
| Kurtosis | 168.98 |
| Mean | 0.89388 |
| MAD | 1.4007 |
| Skewness | 8.6685 |
| Sum | 268163 |
| Variance | 8.1231 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 235057 | 78.4% | |
| 1 | 19110 | 6.4% | |
| 2 | 12359 | 4.1% | |
| 3 | 8400 | 2.8% | |
| 4 | 6078 | 2.0% | |
| 5 | 4630 | 1.5% | |
| 6 | 3247 | 1.1% | |
| 7 | 2344 | 0.8% | |
| 8 | 1782 | 0.6% | |
| 9 | 1345 | 0.4% | |
| Other values (76) | 5648 | 1.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 235057 | 78.4% | |
| 1 | 19110 | 6.4% | |
| 2 | 12359 | 4.1% | |
| 3 | 8400 | 2.8% | |
| 4 | 6078 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 94 | 1 | 0.0% | |
| 102 | 1 | 0.0% | |
| 110 | 1 | 0.0% | |
| 136 | 1 | 0.0% | |
| 155 | 1 | 0.0% |
COUNT_ATM_D_prev5
Numeric
| Distinct count | 85 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.91726 |
|---|---|
| Minimum | 0 |
| Maximum | 193 |
| Zeros (%) | 78.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 193 |
| Range | 193 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.9194 |
|---|---|
| Coef of variation | 3.1827 |
| Kurtosis | 185.16 |
| Mean | 0.91726 |
| MAD | 1.4313 |
| Skewness | 8.7055 |
| Sum | 275179 |
| Variance | 8.5226 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 234054 | 78.0% | |
| 1 | 19512 | 6.5% | |
| 2 | 12433 | 4.1% | |
| 3 | 8422 | 2.8% | |
| 4 | 6214 | 2.1% | |
| 5 | 4522 | 1.5% | |
| 6 | 3327 | 1.1% | |
| 7 | 2421 | 0.8% | |
| 8 | 1863 | 0.6% | |
| 9 | 1393 | 0.5% | |
| Other values (75) | 5839 | 1.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 234054 | 78.0% | |
| 1 | 19512 | 6.5% | |
| 2 | 12433 | 4.1% | |
| 3 | 8422 | 2.8% | |
| 4 | 6214 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 105 | 1 | 0.0% | |
| 106 | 1 | 0.0% | |
| 110 | 2 | 0.0% | |
| 121 | 1 | 0.0% | |
| 193 | 1 | 0.0% |
COUNT_ATM_D_prev6
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.83471 |
|---|---|
| Minimum | 0 |
| Maximum | 219 |
| Zeros (%) | 79.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 219 |
| Range | 219 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.7367 |
|---|---|
| Coef of variation | 3.2786 |
| Kurtosis | 299.15 |
| Mean | 0.83471 |
| MAD | 1.3207 |
| Skewness | 9.969 |
| Sum | 250412 |
| Variance | 7.4895 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 237336 | 79.1% | |
| 1 | 19179 | 6.4% | |
| 2 | 12238 | 4.1% | |
| 3 | 8207 | 2.7% | |
| 4 | 5804 | 1.9% | |
| 5 | 4139 | 1.4% | |
| 6 | 2946 | 1.0% | |
| 7 | 2145 | 0.7% | |
| 8 | 1641 | 0.5% | |
| 9 | 1206 | 0.4% | |
| Other values (69) | 5159 | 1.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 237336 | 79.1% | |
| 1 | 19179 | 6.4% | |
| 2 | 12238 | 4.1% | |
| 3 | 8207 | 2.7% | |
| 4 | 5804 | 1.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 111 | 1 | 0.0% | |
| 116 | 1 | 0.0% | |
| 126 | 1 | 0.0% | |
| 165 | 1 | 0.0% | |
| 219 | 1 | 0.0% |
COUNT_BRANCH_C_prev1
Highly correlated
This variable is highly correlated with count_C_prev1 and should be ignored for analysis
| Correlation | 0.99686 |
|---|
COUNT_BRANCH_C_prev2
Highly correlated
This variable is highly correlated with count_C_prev2 and should be ignored for analysis
| Correlation | 0.99876 |
|---|
COUNT_BRANCH_C_prev3
Highly correlated
This variable is highly correlated with count_C_prev3 and should be ignored for analysis
| Correlation | 0.99906 |
|---|
COUNT_BRANCH_C_prev4
Highly correlated
This variable is highly correlated with count_C_prev4 and should be ignored for analysis
| Correlation | 0.99974 |
|---|
COUNT_BRANCH_C_prev5
Highly correlated
This variable is highly correlated with count_C_prev5 and should be ignored for analysis
| Correlation | 0.99649 |
|---|
COUNT_BRANCH_C_prev6
Highly correlated
This variable is highly correlated with count_C_prev6 and should be ignored for analysis
| Correlation | 0.99633 |
|---|
COUNT_BRANCH_D_prev1
Numeric
| Distinct count | 89 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2702 |
|---|---|
| Minimum | 0 |
| Maximum | 3641 |
| Zeros (%) | 57.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 3641 |
| Range | 3641 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 7.4456 |
|---|---|
| Coef of variation | 5.8619 |
| Kurtosis | 190660 |
| Mean | 1.2702 |
| MAD | 1.5587 |
| Skewness | 394.07 |
| Sum | 381049 |
| Variance | 55.436 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 172831 | 57.6% | |
| 1 | 52875 | 17.6% | |
| 2 | 27566 | 9.2% | |
| 3 | 15694 | 5.2% | |
| 4 | 9636 | 3.2% | |
| 5 | 5991 | 2.0% | |
| 6 | 4103 | 1.4% | |
| 7 | 2810 | 0.9% | |
| 8 | 1979 | 0.7% | |
| 9 | 1437 | 0.5% | |
| Other values (79) | 5078 | 1.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 172831 | 57.6% | |
| 1 | 52875 | 17.6% | |
| 2 | 27566 | 9.2% | |
| 3 | 15694 | 5.2% | |
| 4 | 9636 | 3.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 343 | 1 | 0.0% | |
| 416 | 1 | 0.0% | |
| 426 | 1 | 0.0% | |
| 653 | 1 | 0.0% | |
| 3641 | 1 | 0.0% |
COUNT_BRANCH_D_prev2
Highly correlated
This variable is highly correlated with COUNT_BRANCH_D_prev1 and should be ignored for analysis
| Correlation | 0.92443 |
|---|
COUNT_BRANCH_D_prev3
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Cnt_prev2 and should be ignored for analysis
| Correlation | 0.95027 |
|---|
COUNT_BRANCH_D_prev4
Highly correlated
This variable is highly correlated with count_D_prev4 and should be ignored for analysis
| Correlation | 0.92837 |
|---|
COUNT_BRANCH_D_prev5
Highly correlated
This variable is highly correlated with count_D_prev5 and should be ignored for analysis
| Correlation | 0.95082 |
|---|
COUNT_BRANCH_D_prev6
Highly correlated
This variable is highly correlated with count_D_prev6 and should be ignored for analysis
| Correlation | 0.97804 |
|---|
COUNT_IB_C_prev1
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.047767 |
|---|---|
| Minimum | 0 |
| Maximum | 102 |
| Zeros (%) | 97.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.50503 |
|---|---|
| Coef of variation | 10.573 |
| Kurtosis | 7243.2 |
| Mean | 0.047767 |
| MAD | 0.093042 |
| Skewness | 55.457 |
| Sum | 14330 |
| Variance | 0.25506 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 292177 | 97.4% | |
| 1 | 5115 | 1.7% | |
| 2 | 1624 | 0.5% | |
| 3 | 396 | 0.1% | |
| 4 | 291 | 0.1% | |
| 6 | 113 | 0.0% | |
| 5 | 85 | 0.0% | |
| 8 | 52 | 0.0% | |
| 7 | 28 | 0.0% | |
| 10 | 28 | 0.0% | |
| Other values (24) | 91 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 292177 | 97.4% | |
| 1 | 5115 | 1.7% | |
| 2 | 1624 | 0.5% | |
| 3 | 396 | 0.1% | |
| 4 | 291 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 33 | 1 | 0.0% | |
| 42 | 2 | 0.0% | |
| 46 | 2 | 0.0% | |
| 50 | 1 | 0.0% | |
| 102 | 1 | 0.0% |
COUNT_IB_C_prev2
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.041963 |
|---|---|
| Minimum | 0 |
| Maximum | 66 |
| Zeros (%) | 97.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.47378 |
|---|---|
| Coef of variation | 11.29 |
| Kurtosis | 4462.3 |
| Mean | 0.041963 |
| MAD | 0.082073 |
| Skewness | 47.767 |
| Sum | 12589 |
| Variance | 0.22446 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 293375 | 97.8% | |
| 1 | 4136 | 1.4% | |
| 2 | 1507 | 0.5% | |
| 3 | 324 | 0.1% | |
| 4 | 282 | 0.1% | |
| 5 | 108 | 0.0% | |
| 6 | 97 | 0.0% | |
| 8 | 37 | 0.0% | |
| 10 | 27 | 0.0% | |
| 7 | 24 | 0.0% | |
| Other values (24) | 83 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 293375 | 97.8% | |
| 1 | 4136 | 1.4% | |
| 2 | 1507 | 0.5% | |
| 3 | 324 | 0.1% | |
| 4 | 282 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 44 | 1 | 0.0% | |
| 46 | 1 | 0.0% | |
| 57 | 1 | 0.0% | |
| 64 | 1 | 0.0% | |
| 66 | 1 | 0.0% |
COUNT_IB_C_prev3
Numeric
| Distinct count | 33 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.045037 |
|---|---|
| Minimum | 0 |
| Maximum | 41 |
| Zeros (%) | 97.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.44844 |
|---|---|
| Coef of variation | 9.9573 |
| Kurtosis | 1700.7 |
| Mean | 0.045037 |
| MAD | 0.087873 |
| Skewness | 30.888 |
| Sum | 13511 |
| Variance | 0.2011 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 292672 | 97.6% | |
| 1 | 4671 | 1.6% | |
| 2 | 1598 | 0.5% | |
| 3 | 388 | 0.1% | |
| 4 | 291 | 0.1% | |
| 5 | 106 | 0.0% | |
| 6 | 93 | 0.0% | |
| 8 | 41 | 0.0% | |
| 7 | 27 | 0.0% | |
| 10 | 25 | 0.0% | |
| Other values (23) | 88 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 292672 | 97.6% | |
| 1 | 4671 | 1.6% | |
| 2 | 1598 | 0.5% | |
| 3 | 388 | 0.1% | |
| 4 | 291 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31 | 1 | 0.0% | |
| 32 | 1 | 0.0% | |
| 34 | 1 | 0.0% | |
| 38 | 3 | 0.0% | |
| 41 | 1 | 0.0% |
COUNT_IB_C_prev4
Numeric
| Distinct count | 31 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.036047 |
|---|---|
| Minimum | 0 |
| Maximum | 84 |
| Zeros (%) | 98.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.42384 |
|---|---|
| Coef of variation | 11.758 |
| Kurtosis | 7601.2 |
| Mean | 0.036047 |
| MAD | 0.070641 |
| Skewness | 58.671 |
| Sum | 10814 |
| Variance | 0.17964 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 293955 | 98.0% | |
| 1 | 3982 | 1.3% | |
| 2 | 1222 | 0.4% | |
| 3 | 331 | 0.1% | |
| 4 | 243 | 0.1% | |
| 5 | 73 | 0.0% | |
| 6 | 69 | 0.0% | |
| 7 | 26 | 0.0% | |
| 8 | 22 | 0.0% | |
| 10 | 16 | 0.0% | |
| Other values (21) | 61 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 293955 | 98.0% | |
| 1 | 3982 | 1.3% | |
| 2 | 1222 | 0.4% | |
| 3 | 331 | 0.1% | |
| 4 | 243 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.0% | |
| 36 | 1 | 0.0% | |
| 44 | 2 | 0.0% | |
| 54 | 1 | 0.0% | |
| 84 | 1 | 0.0% |
COUNT_IB_C_prev5
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.03535 |
|---|---|
| Minimum | 0 |
| Maximum | 74 |
| Zeros (%) | 98.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.42329 |
|---|---|
| Coef of variation | 11.974 |
| Kurtosis | 5113.5 |
| Mean | 0.03535 |
| MAD | 0.069417 |
| Skewness | 48.292 |
| Sum | 10605 |
| Variance | 0.17917 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 294554 | 98.2% | |
| 1 | 3301 | 1.1% | |
| 2 | 1230 | 0.4% | |
| 3 | 318 | 0.1% | |
| 4 | 257 | 0.1% | |
| 5 | 98 | 0.0% | |
| 6 | 93 | 0.0% | |
| 7 | 34 | 0.0% | |
| 8 | 28 | 0.0% | |
| 10 | 21 | 0.0% | |
| Other values (20) | 66 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 294554 | 98.2% | |
| 1 | 3301 | 1.1% | |
| 2 | 1230 | 0.4% | |
| 3 | 318 | 0.1% | |
| 4 | 257 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 32 | 2 | 0.0% | |
| 34 | 1 | 0.0% | |
| 37 | 2 | 0.0% | |
| 51 | 1 | 0.0% | |
| 74 | 1 | 0.0% |
COUNT_IB_C_prev6
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.041257 |
|---|---|
| Minimum | 0 |
| Maximum | 104 |
| Zeros (%) | 97.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 104 |
| Range | 104 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.47329 |
|---|---|
| Coef of variation | 11.472 |
| Kurtosis | 9807 |
| Mean | 0.041257 |
| MAD | 0.08065 |
| Skewness | 64.91 |
| Sum | 12377 |
| Variance | 0.224 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 293224 | 97.7% | |
| 1 | 4386 | 1.5% | |
| 2 | 1438 | 0.5% | |
| 3 | 379 | 0.1% | |
| 4 | 261 | 0.1% | |
| 6 | 87 | 0.0% | |
| 5 | 68 | 0.0% | |
| 8 | 38 | 0.0% | |
| 7 | 24 | 0.0% | |
| 10 | 17 | 0.0% | |
| Other values (26) | 78 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 293224 | 97.7% | |
| 1 | 4386 | 1.5% | |
| 2 | 1438 | 0.5% | |
| 3 | 379 | 0.1% | |
| 4 | 261 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36 | 1 | 0.0% | |
| 40 | 1 | 0.0% | |
| 48 | 1 | 0.0% | |
| 58 | 1 | 0.0% | |
| 104 | 1 | 0.0% |
COUNT_IB_D_prev1
Numeric
| Distinct count | 155 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.2818 |
|---|---|
| Minimum | 0 |
| Maximum | 319 |
| Zeros (%) | 67.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 12 |
| Maximum | 319 |
| Range | 319 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 6.3988 |
|---|---|
| Coef of variation | 2.8044 |
| Kurtosis | 147.73 |
| Mean | 2.2818 |
| MAD | 3.2677 |
| Skewness | 8.1743 |
| Sum | 684525 |
| Variance | 40.945 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 201705 | 67.2% | |
| 1 | 20163 | 6.7% | |
| 2 | 14459 | 4.8% | |
| 3 | 10963 | 3.7% | |
| 4 | 8410 | 2.8% | |
| 5 | 6621 | 2.2% | |
| 6 | 5445 | 1.8% | |
| 7 | 4384 | 1.5% | |
| 8 | 3633 | 1.2% | |
| 9 | 3046 | 1.0% | |
| Other values (145) | 21171 | 7.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 201705 | 67.2% | |
| 1 | 20163 | 6.7% | |
| 2 | 14459 | 4.8% | |
| 3 | 10963 | 3.7% | |
| 4 | 8410 | 2.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 212 | 1 | 0.0% | |
| 254 | 1 | 0.0% | |
| 265 | 1 | 0.0% | |
| 282 | 1 | 0.0% | |
| 319 | 1 | 0.0% |
COUNT_IB_D_prev2
Numeric
| Distinct count | 165 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.4034 |
|---|---|
| Minimum | 0 |
| Maximum | 284 |
| Zeros (%) | 66.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 13 |
| Maximum | 284 |
| Range | 284 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 6.6174 |
|---|---|
| Coef of variation | 2.7534 |
| Kurtosis | 139.91 |
| Mean | 2.4034 |
| MAD | 3.43 |
| Skewness | 7.9953 |
| Sum | 721013 |
| Variance | 43.79 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 200042 | 66.7% | |
| 1 | 19886 | 6.6% | |
| 2 | 14416 | 4.8% | |
| 3 | 10702 | 3.6% | |
| 4 | 8331 | 2.8% | |
| 5 | 6744 | 2.2% | |
| 6 | 5411 | 1.8% | |
| 7 | 4637 | 1.5% | |
| 8 | 3799 | 1.3% | |
| 9 | 3232 | 1.1% | |
| Other values (155) | 22800 | 7.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 200042 | 66.7% | |
| 1 | 19886 | 6.6% | |
| 2 | 14416 | 4.8% | |
| 3 | 10702 | 3.6% | |
| 4 | 8331 | 2.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 236 | 1 | 0.0% | |
| 250 | 1 | 0.0% | |
| 268 | 1 | 0.0% | |
| 282 | 1 | 0.0% | |
| 284 | 1 | 0.0% |
COUNT_IB_D_prev3
Numeric
| Distinct count | 171 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.4144 |
|---|---|
| Minimum | 0 |
| Maximum | 426 |
| Zeros (%) | 67.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 13 |
| Maximum | 426 |
| Range | 426 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 6.8819 |
|---|---|
| Coef of variation | 2.8503 |
| Kurtosis | 205.68 |
| Mean | 2.4144 |
| MAD | 3.4633 |
| Skewness | 9.1716 |
| Sum | 724334 |
| Variance | 47.361 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 201179 | 67.1% | |
| 1 | 19694 | 6.6% | |
| 2 | 14239 | 4.7% | |
| 3 | 10481 | 3.5% | |
| 4 | 8293 | 2.8% | |
| 5 | 6557 | 2.2% | |
| 6 | 5442 | 1.8% | |
| 7 | 4577 | 1.5% | |
| 8 | 3753 | 1.3% | |
| 9 | 3139 | 1.0% | |
| Other values (161) | 22646 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 201179 | 67.1% | |
| 1 | 19694 | 6.6% | |
| 2 | 14239 | 4.7% | |
| 3 | 10481 | 3.5% | |
| 4 | 8293 | 2.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 270 | 1 | 0.0% | |
| 292 | 1 | 0.0% | |
| 312 | 1 | 0.0% | |
| 331 | 1 | 0.0% | |
| 426 | 1 | 0.0% |
COUNT_IB_D_prev4
Numeric
| Distinct count | 155 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.1046 |
|---|---|
| Minimum | 0 |
| Maximum | 504 |
| Zeros (%) | 69.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 12 |
| Maximum | 504 |
| Range | 504 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 6.2115 |
|---|---|
| Coef of variation | 2.9514 |
| Kurtosis | 342.96 |
| Mean | 2.1046 |
| MAD | 3.0581 |
| Skewness | 10.761 |
| Sum | 631374 |
| Variance | 38.582 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 206874 | 69.0% | |
| 1 | 19784 | 6.6% | |
| 2 | 14122 | 4.7% | |
| 3 | 10229 | 3.4% | |
| 4 | 7871 | 2.6% | |
| 5 | 6323 | 2.1% | |
| 6 | 4982 | 1.7% | |
| 7 | 4044 | 1.3% | |
| 8 | 3402 | 1.1% | |
| 9 | 2852 | 1.0% | |
| Other values (145) | 19517 | 6.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 206874 | 69.0% | |
| 1 | 19784 | 6.6% | |
| 2 | 14122 | 4.7% | |
| 3 | 10229 | 3.4% | |
| 4 | 7871 | 2.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 232 | 2 | 0.0% | |
| 277 | 1 | 0.0% | |
| 317 | 1 | 0.0% | |
| 382 | 1 | 0.0% | |
| 504 | 1 | 0.0% |
COUNT_IB_D_prev5
Numeric
| Distinct count | 175 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.3933 |
|---|---|
| Minimum | 0 |
| Maximum | 551 |
| Zeros (%) | 67.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 13 |
| Maximum | 551 |
| Range | 551 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 7.1224 |
|---|---|
| Coef of variation | 2.976 |
| Kurtosis | 440.69 |
| Mean | 2.3933 |
| MAD | 3.454 |
| Skewness | 12.265 |
| Sum | 717986 |
| Variance | 50.729 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 202947 | 67.6% | |
| 1 | 19292 | 6.4% | |
| 2 | 13999 | 4.7% | |
| 3 | 10386 | 3.5% | |
| 4 | 8195 | 2.7% | |
| 5 | 6489 | 2.2% | |
| 6 | 5219 | 1.7% | |
| 7 | 4332 | 1.4% | |
| 8 | 3714 | 1.2% | |
| 9 | 3044 | 1.0% | |
| Other values (165) | 22383 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 202947 | 67.6% | |
| 1 | 19292 | 6.4% | |
| 2 | 13999 | 4.7% | |
| 3 | 10386 | 3.5% | |
| 4 | 8195 | 2.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 348 | 1 | 0.0% | |
| 389 | 1 | 0.0% | |
| 443 | 1 | 0.0% | |
| 510 | 1 | 0.0% | |
| 551 | 1 | 0.0% |
COUNT_IB_D_prev6
Numeric
| Distinct count | 164 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.2205 |
|---|---|
| Minimum | 0 |
| Maximum | 403 |
| Zeros (%) | 68.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 12 |
| Maximum | 403 |
| Range | 403 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 6.512 |
|---|---|
| Coef of variation | 2.9326 |
| Kurtosis | 274.82 |
| Mean | 2.2205 |
| MAD | 3.2122 |
| Skewness | 10.309 |
| Sum | 666164 |
| Variance | 42.407 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 204664 | 68.2% | |
| 1 | 19842 | 6.6% | |
| 2 | 14255 | 4.8% | |
| 3 | 10368 | 3.5% | |
| 4 | 8017 | 2.7% | |
| 5 | 6387 | 2.1% | |
| 6 | 5200 | 1.7% | |
| 7 | 4232 | 1.4% | |
| 8 | 3458 | 1.2% | |
| 9 | 2974 | 1.0% | |
| Other values (154) | 20603 | 6.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 204664 | 68.2% | |
| 1 | 19842 | 6.6% | |
| 2 | 14255 | 4.8% | |
| 3 | 10368 | 3.5% | |
| 4 | 8017 | 2.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 279 | 1 | 0.0% | |
| 301 | 1 | 0.0% | |
| 344 | 1 | 0.0% | |
| 392 | 1 | 0.0% | |
| 403 | 1 | 0.0% |
COUNT_MB_C_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_MB_C_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_MB_C_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_MB_C_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_MB_C_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_MB_C_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_MB_D_prev1
Numeric
| Distinct count | 73 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13908 |
|---|---|
| Minimum | 0 |
| Maximum | 373 |
| Zeros (%) | 95.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 373 |
| Range | 373 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.5751 |
|---|---|
| Coef of variation | 11.325 |
| Kurtosis | 12995 |
| Mean | 0.13908 |
| MAD | 0.26678 |
| Skewness | 75.356 |
| Sum | 41724 |
| Variance | 2.4809 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 287728 | 95.9% | |
| 1 | 5740 | 1.9% | |
| 2 | 2394 | 0.8% | |
| 3 | 1231 | 0.4% | |
| 4 | 729 | 0.2% | |
| 5 | 492 | 0.2% | |
| 6 | 330 | 0.1% | |
| 7 | 258 | 0.1% | |
| 8 | 190 | 0.1% | |
| 9 | 133 | 0.0% | |
| Other values (63) | 775 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 287728 | 95.9% | |
| 1 | 5740 | 1.9% | |
| 2 | 2394 | 0.8% | |
| 3 | 1231 | 0.4% | |
| 4 | 729 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 102 | 1 | 0.0% | |
| 128 | 1 | 0.0% | |
| 143 | 1 | 0.0% | |
| 231 | 1 | 0.0% | |
| 373 | 1 | 0.0% |
COUNT_MB_D_prev2
Numeric
| Distinct count | 76 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13877 |
|---|---|
| Minimum | 0 |
| Maximum | 193 |
| Zeros (%) | 96.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 193 |
| Range | 193 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.4913 |
|---|---|
| Coef of variation | 10.747 |
| Kurtosis | 3438.6 |
| Mean | 0.13877 |
| MAD | 0.26693 |
| Skewness | 42.241 |
| Sum | 41630 |
| Variance | 2.2239 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 288535 | 96.2% | |
| 1 | 5129 | 1.7% | |
| 2 | 2265 | 0.8% | |
| 3 | 1109 | 0.4% | |
| 4 | 730 | 0.2% | |
| 5 | 468 | 0.2% | |
| 6 | 329 | 0.1% | |
| 7 | 245 | 0.1% | |
| 8 | 215 | 0.1% | |
| 9 | 142 | 0.0% | |
| Other values (66) | 833 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 288535 | 96.2% | |
| 1 | 5129 | 1.7% | |
| 2 | 2265 | 0.8% | |
| 3 | 1109 | 0.4% | |
| 4 | 730 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 136 | 1 | 0.0% | |
| 155 | 1 | 0.0% | |
| 161 | 1 | 0.0% | |
| 184 | 1 | 0.0% | |
| 193 | 1 | 0.0% |
COUNT_MB_D_prev3
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.14734 |
|---|---|
| Minimum | 0 |
| Maximum | 497 |
| Zeros (%) | 96.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 497 |
| Range | 497 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.749 |
|---|---|
| Coef of variation | 11.871 |
| Kurtosis | 22345 |
| Mean | 0.14734 |
| MAD | 0.28349 |
| Skewness | 93.615 |
| Sum | 44201 |
| Variance | 3.0591 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 288618 | 96.2% | |
| 1 | 5047 | 1.7% | |
| 2 | 2136 | 0.7% | |
| 3 | 1168 | 0.4% | |
| 4 | 710 | 0.2% | |
| 5 | 466 | 0.2% | |
| 6 | 316 | 0.1% | |
| 7 | 247 | 0.1% | |
| 8 | 189 | 0.1% | |
| 9 | 158 | 0.1% | |
| Other values (69) | 945 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 288618 | 96.2% | |
| 1 | 5047 | 1.7% | |
| 2 | 2136 | 0.7% | |
| 3 | 1168 | 0.4% | |
| 4 | 710 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 93 | 1 | 0.0% | |
| 102 | 1 | 0.0% | |
| 104 | 1 | 0.0% | |
| 136 | 1 | 0.0% | |
| 497 | 1 | 0.0% |
COUNT_MB_D_prev4
Numeric
| Distinct count | 74 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13389 |
|---|---|
| Minimum | 0 |
| Maximum | 195 |
| Zeros (%) | 96.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 195 |
| Range | 195 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.472 |
|---|---|
| Coef of variation | 10.994 |
| Kurtosis | 2136.2 |
| Mean | 0.13389 |
| MAD | 0.25866 |
| Skewness | 33.322 |
| Sum | 40167 |
| Variance | 2.1668 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 289788 | 96.6% | |
| 1 | 4499 | 1.5% | |
| 2 | 1888 | 0.6% | |
| 3 | 1049 | 0.3% | |
| 4 | 617 | 0.2% | |
| 5 | 443 | 0.1% | |
| 6 | 296 | 0.1% | |
| 7 | 233 | 0.1% | |
| 8 | 186 | 0.1% | |
| 9 | 120 | 0.0% | |
| Other values (64) | 881 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 289788 | 96.6% | |
| 1 | 4499 | 1.5% | |
| 2 | 1888 | 0.6% | |
| 3 | 1049 | 0.3% | |
| 4 | 617 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 93 | 1 | 0.0% | |
| 115 | 1 | 0.0% | |
| 118 | 1 | 0.0% | |
| 120 | 1 | 0.0% | |
| 195 | 1 | 0.0% |
COUNT_MB_D_prev5
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.12956 |
|---|---|
| Minimum | 0 |
| Maximum | 155 |
| Zeros (%) | 96.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 155 |
| Range | 155 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.3822 |
|---|---|
| Coef of variation | 10.668 |
| Kurtosis | 1902.6 |
| Mean | 0.12956 |
| MAD | 0.25017 |
| Skewness | 33.341 |
| Sum | 38869 |
| Variance | 1.9105 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 289635 | 96.5% | |
| 1 | 4358 | 1.5% | |
| 2 | 2037 | 0.7% | |
| 3 | 1148 | 0.4% | |
| 4 | 670 | 0.2% | |
| 5 | 441 | 0.1% | |
| 6 | 360 | 0.1% | |
| 7 | 234 | 0.1% | |
| 8 | 172 | 0.1% | |
| 9 | 162 | 0.1% | |
| Other values (68) | 783 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 289635 | 96.5% | |
| 1 | 4358 | 1.5% | |
| 2 | 2037 | 0.7% | |
| 3 | 1148 | 0.4% | |
| 4 | 670 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 96 | 1 | 0.0% | |
| 97 | 1 | 0.0% | |
| 102 | 1 | 0.0% | |
| 120 | 1 | 0.0% | |
| 155 | 1 | 0.0% |
COUNT_MB_D_prev6
Numeric
| Distinct count | 70 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.11021 |
|---|---|
| Minimum | 0 |
| Maximum | 150 |
| Zeros (%) | 96.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 150 |
| Range | 150 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.2321 |
|---|---|
| Coef of variation | 11.179 |
| Kurtosis | 2644.8 |
| Mean | 0.11021 |
| MAD | 0.21339 |
| Skewness | 37.998 |
| Sum | 33063 |
| Variance | 1.518 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 290437 | 96.8% | |
| 1 | 4306 | 1.4% | |
| 2 | 1942 | 0.6% | |
| 3 | 905 | 0.3% | |
| 4 | 619 | 0.2% | |
| 5 | 398 | 0.1% | |
| 6 | 303 | 0.1% | |
| 7 | 209 | 0.1% | |
| 8 | 140 | 0.0% | |
| 9 | 134 | 0.0% | |
| Other values (60) | 607 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 290437 | 96.8% | |
| 1 | 4306 | 1.4% | |
| 2 | 1942 | 0.6% | |
| 3 | 905 | 0.3% | |
| 4 | 619 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 107 | 1 | 0.0% | |
| 111 | 1 | 0.0% | |
| 116 | 1 | 0.0% | |
| 136 | 1 | 0.0% | |
| 150 | 1 | 0.0% |
COUNT_POS_C_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_POS_C_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_POS_C_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_POS_C_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_POS_C_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_POS_C_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
COUNT_POS_D_prev1
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.62864 |
|---|---|
| Minimum | 0 |
| Maximum | 246 |
| Zeros (%) | 85.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 246 |
| Range | 246 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.6598 |
|---|---|
| Coef of variation | 4.2311 |
| Kurtosis | 705.42 |
| Mean | 0.62864 |
| MAD | 1.0764 |
| Skewness | 14.521 |
| Sum | 188591 |
| Variance | 7.0747 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 256836 | 85.6% | |
| 1 | 14479 | 4.8% | |
| 2 | 7712 | 2.6% | |
| 3 | 4774 | 1.6% | |
| 4 | 3319 | 1.1% | |
| 5 | 2610 | 0.9% | |
| 6 | 1872 | 0.6% | |
| 7 | 1466 | 0.5% | |
| 8 | 1164 | 0.4% | |
| 9 | 984 | 0.3% | |
| Other values (69) | 4784 | 1.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 256836 | 85.6% | |
| 1 | 14479 | 4.8% | |
| 2 | 7712 | 2.6% | |
| 3 | 4774 | 1.6% | |
| 4 | 3319 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98 | 1 | 0.0% | |
| 158 | 1 | 0.0% | |
| 222 | 1 | 0.0% | |
| 224 | 1 | 0.0% | |
| 246 | 1 | 0.0% |
COUNT_POS_D_prev2
Numeric
| Distinct count | 85 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.73205 |
|---|---|
| Minimum | 0 |
| Maximum | 324 |
| Zeros (%) | 84.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 324 |
| Range | 324 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.0705 |
|---|---|
| Coef of variation | 4.1943 |
| Kurtosis | 1050.5 |
| Mean | 0.73205 |
| MAD | 1.2385 |
| Skewness | 17.146 |
| Sum | 219614 |
| Variance | 9.4277 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 253775 | 84.6% | |
| 1 | 14612 | 4.9% | |
| 2 | 7954 | 2.7% | |
| 3 | 5181 | 1.7% | |
| 4 | 3649 | 1.2% | |
| 5 | 2767 | 0.9% | |
| 6 | 2103 | 0.7% | |
| 7 | 1682 | 0.6% | |
| 8 | 1250 | 0.4% | |
| 9 | 1104 | 0.4% | |
| Other values (75) | 5923 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 253775 | 84.6% | |
| 1 | 14612 | 4.9% | |
| 2 | 7954 | 2.7% | |
| 3 | 5181 | 1.7% | |
| 4 | 3649 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 127 | 2 | 0.0% | |
| 133 | 1 | 0.0% | |
| 282 | 1 | 0.0% | |
| 294 | 1 | 0.0% | |
| 324 | 1 | 0.0% |
COUNT_POS_D_prev3
Numeric
| Distinct count | 84 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.74518 |
|---|---|
| Minimum | 0 |
| Maximum | 368 |
| Zeros (%) | 84.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 368 |
| Range | 368 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.13 |
|---|---|
| Coef of variation | 4.2003 |
| Kurtosis | 1089.7 |
| Mean | 0.74518 |
| MAD | 1.2611 |
| Skewness | 17.073 |
| Sum | 223555 |
| Variance | 9.7969 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 253851 | 84.6% | |
| 1 | 14637 | 4.9% | |
| 2 | 7875 | 2.6% | |
| 3 | 5018 | 1.7% | |
| 4 | 3569 | 1.2% | |
| 5 | 2689 | 0.9% | |
| 6 | 2092 | 0.7% | |
| 7 | 1632 | 0.5% | |
| 8 | 1385 | 0.5% | |
| 9 | 1038 | 0.3% | |
| Other values (74) | 6214 | 2.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 253851 | 84.6% | |
| 1 | 14637 | 4.9% | |
| 2 | 7875 | 2.6% | |
| 3 | 5018 | 1.7% | |
| 4 | 3569 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 172 | 1 | 0.0% | |
| 191 | 1 | 0.0% | |
| 216 | 1 | 0.0% | |
| 282 | 1 | 0.0% | |
| 368 | 1 | 0.0% |
COUNT_POS_D_prev4
Numeric
| Distinct count | 81 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.67503 |
|---|---|
| Minimum | 0 |
| Maximum | 313 |
| Zeros (%) | 85.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 313 |
| Range | 313 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.8213 |
|---|---|
| Coef of variation | 4.1796 |
| Kurtosis | 759.48 |
| Mean | 0.67503 |
| MAD | 1.151 |
| Skewness | 14.053 |
| Sum | 202508 |
| Variance | 7.96 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 255773 | 85.3% | |
| 1 | 14559 | 4.9% | |
| 2 | 7707 | 2.6% | |
| 3 | 4877 | 1.6% | |
| 4 | 3412 | 1.1% | |
| 5 | 2515 | 0.8% | |
| 6 | 1950 | 0.7% | |
| 7 | 1565 | 0.5% | |
| 8 | 1266 | 0.4% | |
| 9 | 969 | 0.3% | |
| Other values (71) | 5407 | 1.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 255773 | 85.3% | |
| 1 | 14559 | 4.9% | |
| 2 | 7707 | 2.6% | |
| 3 | 4877 | 1.6% | |
| 4 | 3412 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 92 | 1 | 0.0% | |
| 95 | 1 | 0.0% | |
| 121 | 1 | 0.0% | |
| 231 | 1 | 0.0% | |
| 313 | 1 | 0.0% |
COUNT_POS_D_prev5
Numeric
| Distinct count | 83 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6901 |
|---|---|
| Minimum | 0 |
| Maximum | 359 |
| Zeros (%) | 85.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 359 |
| Range | 359 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.9519 |
|---|---|
| Coef of variation | 4.2775 |
| Kurtosis | 1358.8 |
| Mean | 0.6901 |
| MAD | 1.1759 |
| Skewness | 18.528 |
| Sum | 207030 |
| Variance | 8.7139 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 255594 | 85.2% | |
| 1 | 14468 | 4.8% | |
| 2 | 7694 | 2.6% | |
| 3 | 4905 | 1.6% | |
| 4 | 3429 | 1.1% | |
| 5 | 2533 | 0.8% | |
| 6 | 1967 | 0.7% | |
| 7 | 1537 | 0.5% | |
| 8 | 1278 | 0.4% | |
| 9 | 971 | 0.3% | |
| Other values (73) | 5624 | 1.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 255594 | 85.2% | |
| 1 | 14468 | 4.8% | |
| 2 | 7694 | 2.6% | |
| 3 | 4905 | 1.6% | |
| 4 | 3429 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98 | 1 | 0.0% | |
| 116 | 1 | 0.0% | |
| 208 | 1 | 0.0% | |
| 320 | 1 | 0.0% | |
| 359 | 1 | 0.0% |
COUNT_POS_D_prev6
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.60988 |
|---|---|
| Minimum | 0 |
| Maximum | 346 |
| Zeros (%) | 86.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 346 |
| Range | 346 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.6861 |
|---|---|
| Coef of variation | 4.4043 |
| Kurtosis | 1222.9 |
| Mean | 0.60988 |
| MAD | 1.0526 |
| Skewness | 17.328 |
| Sum | 182965 |
| Variance | 7.2152 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 258896 | 86.3% | |
| 1 | 13897 | 4.6% | |
| 2 | 7224 | 2.4% | |
| 3 | 4475 | 1.5% | |
| 4 | 3218 | 1.1% | |
| 5 | 2326 | 0.8% | |
| 6 | 1789 | 0.6% | |
| 7 | 1408 | 0.5% | |
| 8 | 1064 | 0.4% | |
| 9 | 908 | 0.3% | |
| Other values (68) | 4795 | 1.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 258896 | 86.3% | |
| 1 | 13897 | 4.6% | |
| 2 | 7224 | 2.4% | |
| 3 | 4475 | 1.5% | |
| 4 | 3218 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98 | 1 | 0.0% | |
| 109 | 1 | 0.0% | |
| 146 | 1 | 0.0% | |
| 229 | 1 | 0.0% | |
| 346 | 1 | 0.0% |
CR_AMB_Drop_Build_1
Numeric
| Distinct count | 256763 |
|---|---|
| Unique (%) | 85.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 315.04 |
|---|---|
| Minimum | -1 |
| Maximum | 69138000 |
| Zeros (%) | 14.3% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.67082 |
| Q1 | -0.11669 |
| Median | 0 |
| Q3 | 0.076026 |
| 95-th percentile | 1.3935 |
| Maximum | 69138000 |
| Range | 69138000 |
| Interquartile range | 0.19271 |
Descriptive statistics
| Standard deviation | 126740 |
|---|---|
| Coef of variation | 402.32 |
| Kurtosis | 295140 |
| Mean | 315.04 |
| MAD | 628.61 |
| Skewness | 541.22 |
| Sum | 94511000 |
| Variance | 16064000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 42941 | 14.3% | |
| -1.0 | 47 | 0.0% | |
| 1.89e-05 | 4 | 0.0% | |
| 3.31e-05 | 4 | 0.0% | |
| 8.74e-05 | 4 | 0.0% | |
| 5.3e-05 | 3 | 0.0% | |
| 2.92e-05 | 3 | 0.0% | |
| 1.83e-05 | 3 | 0.0% | |
| 1.33e-05 | 3 | 0.0% | |
| 7.54e-05 | 3 | 0.0% | |
| Other values (256753) | 256985 | 85.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 47 | 0.0% | |
| -0.999999946 | 1 | 0.0% | |
| -0.999999884 | 1 | 0.0% | |
| -0.999999876 | 1 | 0.0% | |
| -0.999999874 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1760344.83 | 1 | 0.0% | |
| 1846034.48 | 1 | 0.0% | |
| 2165518.07 | 1 | 0.0% | |
| 4169414.45 | 1 | 0.0% | |
| 69137931.03 | 1 | 0.0% |
CR_AMB_Drop_Build_2
Numeric
| Distinct count | 256666 |
|---|---|
| Unique (%) | 85.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 85.682 |
|---|---|
| Minimum | -1 |
| Maximum | 1931400 |
| Zeros (%) | 14.4% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.60344 |
| Q1 | -0.088758 |
| Median | 0 |
| Q3 | 0.10313 |
| 95-th percentile | 1.9492 |
| Maximum | 1931400 |
| Range | 1931400 |
| Interquartile range | 0.19189 |
Descriptive statistics
| Standard deviation | 8939.5 |
|---|---|
| Coef of variation | 104.33 |
| Kurtosis | 23180 |
| Mean | 85.682 |
| MAD | 170.04 |
| Skewness | 143.04 |
| Sum | 25705000 |
| Variance | 79915000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 43074 | 14.4% | |
| -1.0 | 22 | 0.0% | |
| 3.38e-05 | 6 | 0.0% | |
| 2.88e-05 | 3 | 0.0% | |
| 2.47e-05 | 3 | 0.0% | |
| 3.58e-05 | 3 | 0.0% | |
| 8.55e-05 | 3 | 0.0% | |
| 4.28e-05 | 3 | 0.0% | |
| 3.46e-05 | 3 | 0.0% | |
| 6.35e-05 | 3 | 0.0% | |
| Other values (256656) | 256877 | 85.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 22 | 0.0% | |
| -0.999999952 | 1 | 0.0% | |
| -0.99999993 | 1 | 0.0% | |
| -0.999999919 | 1 | 0.0% | |
| -0.999999644 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1320682.72 | 1 | 0.0% | |
| 1488968.67 | 1 | 0.0% | |
| 1515304.98 | 1 | 0.0% | |
| 1647282.29 | 1 | 0.0% | |
| 1931398.05 | 1 | 0.0% |
CR_AMB_Drop_Build_3
Numeric
| Distinct count | 255996 |
|---|---|
| Unique (%) | 85.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 168.35 |
|---|---|
| Minimum | -1 |
| Maximum | 7666000 |
| Zeros (%) | 14.5% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.46606 |
| Q1 | -0.050577 |
| Median | 0 |
| Q3 | 0.14636 |
| 95-th percentile | 2.4931 |
| Maximum | 7666000 |
| Range | 7666000 |
| Interquartile range | 0.19694 |
Descriptive statistics
| Standard deviation | 22058 |
|---|---|
| Coef of variation | 131.03 |
| Kurtosis | 80339 |
| Mean | 168.35 |
| MAD | 334.6 |
| Skewness | 266.03 |
| Sum | 50504000 |
| Variance | 486560000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 43518 | 14.5% | |
| -1.0 | 14 | 0.0% | |
| 8.17e-05 | 6 | 0.0% | |
| 1.46e-05 | 5 | 0.0% | |
| 8.08e-05 | 5 | 0.0% | |
| 5.99e-05 | 5 | 0.0% | |
| 6.88e-05 | 5 | 0.0% | |
| 1.83e-05 | 5 | 0.0% | |
| 3.09e-05 | 5 | 0.0% | |
| 8.03e-05 | 4 | 0.0% | |
| Other values (255986) | 256428 | 85.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 14 | 0.0% | |
| -0.999998853 | 1 | 0.0% | |
| -0.999958717 | 1 | 0.0% | |
| -0.999953379 | 1 | 0.0% | |
| -0.9999503 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1673817.3 | 1 | 0.0% | |
| 1743547.99 | 1 | 0.0% | |
| 5643050.07 | 1 | 0.0% | |
| 5900677.42 | 1 | 0.0% | |
| 7666011.69 | 1 | 0.0% |
CR_AMB_Drop_Build_4
Numeric
| Distinct count | 257156 |
|---|---|
| Unique (%) | 85.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 258.54 |
|---|---|
| Minimum | -1 |
| Maximum | 46640000 |
| Zeros (%) | 14.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.51592 |
| Q1 | -0.055411 |
| Median | 0 |
| Q3 | 0.12696 |
| 95-th percentile | 1.8246 |
| Maximum | 46640000 |
| Range | 46640000 |
| Interquartile range | 0.18237 |
Descriptive statistics
| Standard deviation | 86318 |
|---|---|
| Coef of variation | 333.87 |
| Kurtosis | 284210 |
| Mean | 258.54 |
| MAD | 515.39 |
| Skewness | 527.16 |
| Sum | 77562000 |
| Variance | 7450700000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 42025 | 14.0% | |
| -1.0 | 41 | 0.0% | |
| 7.2e-05 | 6 | 0.0% | |
| 1.43e-05 | 6 | 0.0% | |
| 3.41e-05 | 6 | 0.0% | |
| 1.31e-05 | 6 | 0.0% | |
| 5.39e-05 | 5 | 0.0% | |
| 4.37e-05 | 5 | 0.0% | |
| 2.61e-05 | 5 | 0.0% | |
| 7.13e-05 | 5 | 0.0% | |
| Other values (257146) | 257890 | 86.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 41 | 0.0% | |
| -0.999996732 | 1 | 0.0% | |
| -0.999993405 | 1 | 0.0% | |
| -0.999989033 | 1 | 0.0% | |
| -0.999964198 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1249441.68 | 1 | 0.0% | |
| 2807539.31 | 1 | 0.0% | |
| 3112983.51 | 1 | 0.0% | |
| 5791359.31 | 1 | 0.0% | |
| 46640256.13 | 1 | 0.0% |
CR_AMB_Drop_Build_5
Numeric
| Distinct count | 292274 |
|---|---|
| Unique (%) | 97.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 231.79 |
|---|---|
| Minimum | -1 |
| Maximum | 24433000 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.52436 |
| Q1 | -0.041468 |
| Median | 0.019375 |
| Q3 | 0.15106 |
| 95-th percentile | 1.9501 |
| Maximum | 24433000 |
| Range | 24433000 |
| Interquartile range | 0.19253 |
Descriptive statistics
| Standard deviation | 48267 |
|---|---|
| Coef of variation | 208.24 |
| Kurtosis | 220060 |
| Mean | 231.79 |
| MAD | 461.77 |
| Skewness | 444.38 |
| Sum | 69537000 |
| Variance | 2329700000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 181 | 0.1% | |
| -1.0 | 32 | 0.0% | |
| 0.019373577 | 11 | 0.0% | |
| 0.019373231 | 11 | 0.0% | |
| 0.019373373 | 10 | 0.0% | |
| 0.019373909 | 10 | 0.0% | |
| 0.019373349 | 10 | 0.0% | |
| 0.01937341 | 10 | 0.0% | |
| 0.019372935 | 9 | 0.0% | |
| 0.019373495 | 9 | 0.0% | |
| Other values (292264) | 299707 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 32 | 0.0% | |
| -0.99999878 | 1 | 0.0% | |
| -0.999997007 | 1 | 0.0% | |
| -0.99970784 | 1 | 0.0% | |
| -0.999624051 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2846804.52 | 1 | 0.0% | |
| 2849228.2 | 1 | 0.0% | |
| 4806451.61 | 1 | 0.0% | |
| 5822882.0 | 1 | 0.0% | |
| 24433413.77 | 1 | 0.0% |
CR_AMB_Prev1
Highly correlated
This variable is highly correlated with EOP_prev1 and should be ignored for analysis
| Correlation | 0.9832 |
|---|
CR_AMB_Prev2
Highly correlated
This variable is highly correlated with EOP_prev2 and should be ignored for analysis
| Correlation | 0.96515 |
|---|
CR_AMB_Prev3
Highly correlated
This variable is highly correlated with EOP_prev3 and should be ignored for analysis
| Correlation | 0.90963 |
|---|
CR_AMB_Prev4
Highly correlated
This variable is highly correlated with EOP_prev4 and should be ignored for analysis
| Correlation | 0.91434 |
|---|
CR_AMB_Prev5
Highly correlated
This variable is highly correlated with EOP_prev5 and should be ignored for analysis
| Correlation | 0.90897 |
|---|
CR_AMB_Prev6
Highly correlated
This variable is highly correlated with EOP_prev6 and should be ignored for analysis
| Correlation | 0.94232 |
|---|
CV_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.6% |
| Missing (%) | 100.0% |
| Missing (n) | 299924 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 76 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 76 | 0.0% | |
| (Missing) | 299924 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 76 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 76 | 0.0% |
CV_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 99.8% |
| Missing (n) | 299328 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.4821 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.50005 |
|---|---|
| Coef of variation | 0.33739 |
| Kurtosis | -2.0008 |
| Mean | 1.4821 |
| MAD | 0.49936 |
| Skewness | 0.071634 |
| Sum | 996 |
| Variance | 0.25005 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 348 | 0.1% | |
| 2.0 | 324 | 0.1% | |
| (Missing) | 299328 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 348 | 0.1% | |
| 2.0 | 324 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 348 | 0.1% | |
| 2.0 | 324 | 0.1% |
CV_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 16.7% |
| Missing (%) | 100.0% |
| Missing (n) | 299988 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 12 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 12 | 0.0% | |
| (Missing) | 299988 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 12 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 12 | 0.0% |
CV_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 99.8% |
| Missing (n) | 299328 |
| Y | 672 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 672 | 0.2% | |
| (Missing) | 299328 | 99.8% |
C_prev1
Numeric
| Distinct count | 65922 |
|---|---|
| Unique (%) | 22.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 248430 |
|---|---|
| Minimum | 0 |
| Maximum | 1878300000 |
| Zeros (%) | 56.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 50000 |
| 95-th percentile | 688060 |
| Maximum | 1878300000 |
| Range | 1878300000 |
| Interquartile range | 50000 |
Descriptive statistics
| Standard deviation | 5854400 |
|---|---|
| Coef of variation | 23.566 |
| Kurtosis | 45388 |
| Mean | 248430 |
| MAD | 402640 |
| Skewness | 181.88 |
| Sum | 74529000000 |
| Variance | 34274000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 168702 | 56.2% | |
| 100000.0 | 2285 | 0.8% | |
| 50000.0 | 2201 | 0.7% | |
| 20000.0 | 1920 | 0.6% | |
| 10000.0 | 1788 | 0.6% | |
| 30000.0 | 1450 | 0.5% | |
| 25000.0 | 1440 | 0.5% | |
| 40000.0 | 1406 | 0.5% | |
| 200000.0 | 1403 | 0.5% | |
| 15000.0 | 1208 | 0.4% | |
| Other values (65912) | 116197 | 38.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 168702 | 56.2% | |
| 0.01 | 1 | 0.0% | |
| 0.02 | 1 | 0.0% | |
| 0.04 | 2 | 0.0% | |
| 0.07 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 835710584.0 | 1 | 0.0% | |
| 858889162.4 | 1 | 0.0% | |
| 918622656.2 | 1 | 0.0% | |
| 1047209115.0 | 1 | 0.0% | |
| 1878329272.0 | 1 | 0.0% |
C_prev2
Numeric
| Distinct count | 68827 |
|---|---|
| Unique (%) | 22.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 239000 |
|---|---|
| Minimum | 0 |
| Maximum | 1698200000 |
| Zeros (%) | 54.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 54000 |
| 95-th percentile | 711100 |
| Maximum | 1698200000 |
| Range | 1698200000 |
| Interquartile range | 54000 |
Descriptive statistics
| Standard deviation | 4599000 |
|---|---|
| Coef of variation | 19.242 |
| Kurtosis | 67577 |
| Mean | 239000 |
| MAD | 380720 |
| Skewness | 212.7 |
| Sum | 71701000000 |
| Variance | 21151000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 164787 | 54.9% | |
| 100000.0 | 2379 | 0.8% | |
| 50000.0 | 2171 | 0.7% | |
| 20000.0 | 1815 | 0.6% | |
| 10000.0 | 1724 | 0.6% | |
| 200000.0 | 1551 | 0.5% | |
| 30000.0 | 1483 | 0.5% | |
| 25000.0 | 1483 | 0.5% | |
| 40000.0 | 1446 | 0.5% | |
| 45000.0 | 1120 | 0.4% | |
| Other values (68817) | 120041 | 40.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 164787 | 54.9% | |
| 0.01 | 2 | 0.0% | |
| 0.02 | 2 | 0.0% | |
| 0.04 | 2 | 0.0% | |
| 0.05 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 412314566.0 | 1 | 0.0% | |
| 513085738.5 | 1 | 0.0% | |
| 563498486.1 | 1 | 0.0% | |
| 823665479.0 | 1 | 0.0% | |
| 1698239301.0 | 1 | 0.0% |
C_prev3
Numeric
| Distinct count | 68661 |
|---|---|
| Unique (%) | 22.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 272490 |
|---|---|
| Minimum | 0 |
| Maximum | 1136500000 |
| Zeros (%) | 54.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 58454 |
| 95-th percentile | 741500 |
| Maximum | 1136500000 |
| Range | 1136500000 |
| Interquartile range | 58454 |
Descriptive statistics
| Standard deviation | 5648600 |
|---|---|
| Coef of variation | 20.729 |
| Kurtosis | 19965 |
| Mean | 272490 |
| MAD | 438120 |
| Skewness | 124.27 |
| Sum | 81747000000 |
| Variance | 31906000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 163093 | 54.4% | |
| 100000.0 | 2656 | 0.9% | |
| 50000.0 | 2271 | 0.8% | |
| 20000.0 | 1824 | 0.6% | |
| 10000.0 | 1771 | 0.6% | |
| 40000.0 | 1603 | 0.5% | |
| 200000.0 | 1570 | 0.5% | |
| 25000.0 | 1502 | 0.5% | |
| 30000.0 | 1443 | 0.5% | |
| 15000.0 | 1190 | 0.4% | |
| Other values (68651) | 121077 | 40.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 163093 | 54.4% | |
| 0.02 | 3 | 0.0% | |
| 0.03 | 2 | 0.0% | |
| 0.06 | 1 | 0.0% | |
| 0.07 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 813203663.6 | 1 | 0.0% | |
| 835167489.0 | 1 | 0.0% | |
| 1034601226.0 | 1 | 0.0% | |
| 1116357682.0 | 1 | 0.0% | |
| 1136489793.0 | 1 | 0.0% |
C_prev4
Numeric
| Distinct count | 64249 |
|---|---|
| Unique (%) | 21.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 200460 |
|---|---|
| Minimum | 0 |
| Maximum | 1329000000 |
| Zeros (%) | 55.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 49500 |
| 95-th percentile | 565000 |
| Maximum | 1329000000 |
| Range | 1329000000 |
| Interquartile range | 49500 |
Descriptive statistics
| Standard deviation | 4331500 |
|---|---|
| Coef of variation | 21.607 |
| Kurtosis | 56446 |
| Mean | 200460 |
| MAD | 319500 |
| Skewness | 208.73 |
| Sum | 60139000000 |
| Variance | 18762000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 167721 | 55.9% | |
| 100000.0 | 2556 | 0.9% | |
| 50000.0 | 2225 | 0.7% | |
| 20000.0 | 1927 | 0.6% | |
| 10000.0 | 1773 | 0.6% | |
| 30000.0 | 1585 | 0.5% | |
| 40000.0 | 1559 | 0.5% | |
| 25000.0 | 1467 | 0.5% | |
| 200000.0 | 1418 | 0.5% | |
| 15000.0 | 1221 | 0.4% | |
| Other values (64239) | 116548 | 38.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 167721 | 55.9% | |
| 0.01 | 2 | 0.0% | |
| 0.08 | 1 | 0.0% | |
| 0.1 | 1 | 0.0% | |
| 0.11 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 270000000.0 | 1 | 0.0% | |
| 566832603.0 | 1 | 0.0% | |
| 818408926.0 | 1 | 0.0% | |
| 1226700000.0 | 1 | 0.0% | |
| 1328958509.0 | 1 | 0.0% |
C_prev5
Numeric
| Distinct count | 66046 |
|---|---|
| Unique (%) | 22.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 236260 |
|---|---|
| Minimum | 0 |
| Maximum | 1970800000 |
| Zeros (%) | 54.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 50000 |
| 95-th percentile | 625000 |
| Maximum | 1970800000 |
| Range | 1970800000 |
| Interquartile range | 50000 |
Descriptive statistics
| Standard deviation | 5530100 |
|---|---|
| Coef of variation | 23.407 |
| Kurtosis | 61776 |
| Mean | 236260 |
| MAD | 380100 |
| Skewness | 208.96 |
| Sum | 70877000000 |
| Variance | 30582000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 164524 | 54.8% | |
| 100000.0 | 2532 | 0.8% | |
| 50000.0 | 2296 | 0.8% | |
| 20000.0 | 2034 | 0.7% | |
| 10000.0 | 1880 | 0.6% | |
| 30000.0 | 1591 | 0.5% | |
| 25000.0 | 1515 | 0.5% | |
| 40000.0 | 1510 | 0.5% | |
| 200000.0 | 1413 | 0.5% | |
| 15000.0 | 1257 | 0.4% | |
| Other values (66036) | 119448 | 39.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 164524 | 54.8% | |
| 0.03 | 1 | 0.0% | |
| 0.04 | 1 | 0.0% | |
| 0.09 | 1 | 0.0% | |
| 0.1 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 718518646.0 | 1 | 0.0% | |
| 790449497.0 | 1 | 0.0% | |
| 910674216.2 | 1 | 0.0% | |
| 921302172.0 | 1 | 0.0% | |
| 1970773268.0 | 1 | 0.0% |
C_prev6
Numeric
| Distinct count | 64564 |
|---|---|
| Unique (%) | 21.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 228250 |
|---|---|
| Minimum | 0 |
| Maximum | 1127300000 |
| Zeros (%) | 55.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 49200 |
| 95-th percentile | 600000 |
| Maximum | 1127300000 |
| Range | 1127300000 |
| Interquartile range | 49200 |
Descriptive statistics
| Standard deviation | 4572300 |
|---|---|
| Coef of variation | 20.032 |
| Kurtosis | 32061 |
| Mean | 228250 |
| MAD | 368850 |
| Skewness | 153.61 |
| Sum | 68475000000 |
| Variance | 20906000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 165479 | 55.2% | |
| 100000.0 | 2407 | 0.8% | |
| 50000.0 | 2377 | 0.8% | |
| 20000.0 | 2099 | 0.7% | |
| 10000.0 | 2046 | 0.7% | |
| 30000.0 | 1661 | 0.6% | |
| 25000.0 | 1584 | 0.5% | |
| 40000.0 | 1577 | 0.5% | |
| 200000.0 | 1480 | 0.5% | |
| 15000.0 | 1328 | 0.4% | |
| Other values (64554) | 117962 | 39.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 165479 | 55.2% | |
| 0.03 | 1 | 0.0% | |
| 0.04 | 1 | 0.0% | |
| 0.05 | 1 | 0.0% | |
| 0.06 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 558413736.0 | 1 | 0.0% | |
| 572956677.3 | 1 | 0.0% | |
| 948375062.3 | 1 | 0.0% | |
| 1095676432.0 | 1 | 0.0% | |
| 1127329429.0 | 1 | 0.0% |
Charges_PrevQ1
Numeric
| Distinct count | 48044 |
|---|---|
| Unique (%) | 16.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 219.54 |
|---|---|
| Minimum | -2910 |
| Maximum | 205300 |
| Zeros (%) | 59.0% |
Quantile statistics
| Minimum | -2910 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 114.5 |
| 95-th percentile | 1030.5 |
| Maximum | 205300 |
| Range | 208210 |
| Interquartile range | 114.5 |
Descriptive statistics
| Standard deviation | 1080.2 |
|---|---|
| Coef of variation | 4.9203 |
| Kurtosis | 6447.3 |
| Mean | 219.54 |
| MAD | 328.77 |
| Skewness | 50.929 |
| Sum | 65863000 |
| Variance | 1166900 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 176875 | 59.0% | |
| 286.25 | 5504 | 1.8% | |
| 57.25 | 3143 | 1.0% | |
| 28.63 | 2205 | 0.7% | |
| 114.5 | 2100 | 0.7% | |
| 5.73 | 1880 | 0.6% | |
| 343.5 | 1445 | 0.5% | |
| 383.49 | 1410 | 0.5% | |
| 17.18 | 1118 | 0.4% | |
| 572.5 | 994 | 0.3% | |
| Other values (48034) | 103326 | 34.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -2910.0 | 1 | 0.0% | |
| -2520.0 | 1 | 0.0% | |
| -2451.0 | 1 | 0.0% | |
| -1992.0 | 4 | 0.0% | |
| -1692.54 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 81929.04 | 1 | 0.0% | |
| 84074.9 | 1 | 0.0% | |
| 103407.27 | 1 | 0.0% | |
| 146250.85 | 1 | 0.0% | |
| 205296.61 | 1 | 0.0% |
Charges_cnt_PrevQ1
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 59.8% |
| Missing (n) | 179500 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.0577 |
|---|---|
| Minimum | 1 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 0.8986 |
|---|---|
| Coef of variation | 0.4367 |
| Kurtosis | -1.7521 |
| Mean | 2.0577 |
| MAD | 0.81838 |
| Skewness | -0.11335 |
| Sum | 247950 |
| Variance | 0.80748 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 3.0 | 52326 | 17.4% | |
| 1.0 | 45375 | 15.1% | |
| 2.0 | 22799 | 7.6% | |
| (Missing) | 179500 | 59.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 45375 | 15.1% | |
| 2.0 | 22799 | 7.6% | |
| 3.0 | 52326 | 17.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 45375 | 15.1% | |
| 2.0 | 22799 | 7.6% | |
| 3.0 | 52326 | 17.4% |
Charges_cnt_PrevQ1_N
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| A_MISSING | |
|---|---|
| D_3 | |
| B_1 |
| Value | Count | Frequency (%) | |
| A_MISSING | 179500 | 59.8% | |
| D_3 | 52326 | 17.4% | |
| B_1 | 45375 | 15.1% | |
| C_2 | 22799 | 7.6% |
Complaint_Logged_PrevQ1
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.0% |
| Missing (n) | 297114 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.07727 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.29541 |
|---|---|
| Coef of variation | 3.8231 |
| Kurtosis | 20.305 |
| Mean | 0.07727 |
| MAD | 0.14372 |
| Skewness | 4.2154 |
| Sum | 223 |
| Variance | 0.087268 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 2684 | 0.9% | |
| 1.0 | 183 | 0.1% | |
| 2.0 | 17 | 0.0% | |
| 3.0 | 2 | 0.0% | |
| (Missing) | 297114 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2684 | 0.9% | |
| 1.0 | 183 | 0.1% | |
| 2.0 | 17 | 0.0% | |
| 3.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2684 | 0.9% | |
| 1.0 | 183 | 0.1% | |
| 2.0 | 17 | 0.0% | |
| 3.0 | 2 | 0.0% |
Complaint_Resolved_PrevQ1
Categorical
| Distinct count | 18 |
|---|---|
| Unique (%) | 8.9% |
| Missing (%) | 99.9% |
| Missing (n) | 299798 |
| 2.0 | 55 |
|---|---|
| 3.0 | 36 |
| 4.0 | 33 |
| Other values (14) | 78 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 2.0 | 55 | 0.0% | |
| 3.0 | 36 | 0.0% | |
| 4.0 | 33 | 0.0% | |
| 1.0 | 29 | 0.0% | |
| 5.0 | 14 | 0.0% | |
| 6.0 | 9 | 0.0% | |
| > | 8 | 0.0% | |
| 7.0 | 5 | 0.0% | |
| 8.0 | 3 | 0.0% | |
| 5 | 2 | 0.0% | |
| Other values (7) | 8 | 0.0% | |
| (Missing) | 299798 | 99.9% |
DEMAT_CLOSED_PREV1YR
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 297909 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 2091 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2091 | 0.7% | |
| (Missing) | 297909 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 2091 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 2091 | 0.7% |
DEMAT_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 79.5% |
| Missing (n) | 238386 |
| Y | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 61614 | 20.5% | |
| (Missing) | 238386 | 79.5% |
D_prev1
Highly correlated
This variable is highly correlated with C_prev1 and should be ignored for analysis
| Correlation | 0.93455 |
|---|
D_prev2
Highly correlated
This variable is highly correlated with C_prev2 and should be ignored for analysis
| Correlation | 0.9167 |
|---|
D_prev3
Numeric
| Distinct count | 100274 |
|---|---|
| Unique (%) | 33.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 278940 |
|---|---|
| Minimum | 0 |
| Maximum | 1705000000 |
| Zeros (%) | 43.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 6097.3 |
| Q3 | 90000 |
| 95-th percentile | 900790 |
| Maximum | 1705000000 |
| Range | 1705000000 |
| Interquartile range | 90000 |
Descriptive statistics
| Standard deviation | 5690200 |
|---|---|
| Coef of variation | 20.399 |
| Kurtosis | 40644 |
| Mean | 278940 |
| MAD | 428940 |
| Skewness | 175.37 |
| Sum | 83682000000 |
| Variance | 32379000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 130305 | 43.4% | |
| 10000.0 | 2670 | 0.9% | |
| 20000.0 | 2596 | 0.9% | |
| 100000.0 | 2235 | 0.7% | |
| 50000.0 | 2093 | 0.7% | |
| 5000.0 | 1572 | 0.5% | |
| 200000.0 | 1428 | 0.5% | |
| 25000.0 | 1334 | 0.4% | |
| 30000.0 | 1333 | 0.4% | |
| 40000.0 | 1286 | 0.4% | |
| Other values (100264) | 153148 | 51.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 130305 | 43.4% | |
| 0.02 | 2 | 0.0% | |
| 0.7 | 1 | 0.0% | |
| 1.0 | 6 | 0.0% | |
| 1.11 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 677324413.7 | 1 | 0.0% | |
| 784125000.0 | 1 | 0.0% | |
| 1116365852.0 | 1 | 0.0% | |
| 1133995553.0 | 1 | 0.0% | |
| 1705033347.0 | 1 | 0.0% |
D_prev4
Numeric
| Distinct count | 91897 |
|---|---|
| Unique (%) | 30.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 203640 |
|---|---|
| Minimum | 0 |
| Maximum | 1329000000 |
| Zeros (%) | 47.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1764 |
| Q3 | 59596 |
| 95-th percentile | 600000 |
| Maximum | 1329000000 |
| Range | 1329000000 |
| Interquartile range | 59596 |
Descriptive statistics
| Standard deviation | 4596100 |
|---|---|
| Coef of variation | 22.57 |
| Kurtosis | 41822 |
| Mean | 203640 |
| MAD | 316860 |
| Skewness | 181.08 |
| Sum | 61091000000 |
| Variance | 21124000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 141680 | 47.2% | |
| 10000.0 | 2693 | 0.9% | |
| 20000.0 | 2625 | 0.9% | |
| 100000.0 | 2159 | 0.7% | |
| 50000.0 | 2038 | 0.7% | |
| 5000.0 | 1438 | 0.5% | |
| 40000.0 | 1392 | 0.5% | |
| 30000.0 | 1310 | 0.4% | |
| 200000.0 | 1270 | 0.4% | |
| 25000.0 | 1238 | 0.4% | |
| Other values (91887) | 142157 | 47.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 141680 | 47.2% | |
| 0.01 | 1 | 0.0% | |
| 0.67 | 1 | 0.0% | |
| 1.0 | 20 | 0.0% | |
| 1.16 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 566400000.0 | 1 | 0.0% | |
| 577898410.0 | 1 | 0.0% | |
| 959919909.0 | 1 | 0.0% | |
| 1046685305.0 | 1 | 0.0% | |
| 1328958509.0 | 1 | 0.0% |
D_prev5
Numeric
| Distinct count | 96700 |
|---|---|
| Unique (%) | 32.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 239640 |
|---|---|
| Minimum | 0 |
| Maximum | 1184200000 |
| Zeros (%) | 45.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 4100 |
| Q3 | 71000 |
| 95-th percentile | 716470 |
| Maximum | 1184200000 |
| Range | 1184200000 |
| Interquartile range | 71000 |
Descriptive statistics
| Standard deviation | 4392400 |
|---|---|
| Coef of variation | 18.329 |
| Kurtosis | 27098 |
| Mean | 239640 |
| MAD | 371980 |
| Skewness | 138.06 |
| Sum | 71891000000 |
| Variance | 19294000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 135174 | 45.1% | |
| 10000.0 | 2659 | 0.9% | |
| 20000.0 | 2481 | 0.8% | |
| 100000.0 | 2162 | 0.7% | |
| 50000.0 | 1963 | 0.7% | |
| 5000.0 | 1509 | 0.5% | |
| 200000.0 | 1327 | 0.4% | |
| 40000.0 | 1282 | 0.4% | |
| 30000.0 | 1254 | 0.4% | |
| 25000.0 | 1215 | 0.4% | |
| Other values (96690) | 148974 | 49.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 135174 | 45.1% | |
| 0.9 | 1 | 0.0% | |
| 1.0 | 17 | 0.0% | |
| 1.2 | 1 | 0.0% | |
| 1.6 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 517921814.0 | 1 | 0.0% | |
| 527178064.0 | 1 | 0.0% | |
| 718587935.2 | 1 | 0.0% | |
| 788164127.3 | 1 | 0.0% | |
| 1184219647.0 | 1 | 0.0% |
D_prev6
Numeric
| Distinct count | 92990 |
|---|---|
| Unique (%) | 31.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 229040 |
|---|---|
| Minimum | 0 |
| Maximum | 1553800000 |
| Zeros (%) | 45.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3000 |
| Q3 | 67000 |
| 95-th percentile | 716610 |
| Maximum | 1553800000 |
| Range | 1553800000 |
| Interquartile range | 67000 |
Descriptive statistics
| Standard deviation | 4202800 |
|---|---|
| Coef of variation | 18.349 |
| Kurtosis | 68997 |
| Mean | 229040 |
| MAD | 355620 |
| Skewness | 217.97 |
| Sum | 68713000000 |
| Variance | 17663000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 137487 | 45.8% | |
| 10000.0 | 2794 | 0.9% | |
| 20000.0 | 2510 | 0.8% | |
| 100000.0 | 2357 | 0.8% | |
| 50000.0 | 2175 | 0.7% | |
| 5000.0 | 1673 | 0.6% | |
| 200000.0 | 1372 | 0.5% | |
| 30000.0 | 1368 | 0.5% | |
| 40000.0 | 1363 | 0.5% | |
| 1000.0 | 1347 | 0.4% | |
| Other values (92980) | 145554 | 48.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 137487 | 45.8% | |
| 0.01 | 1 | 0.0% | |
| 0.1 | 1 | 0.0% | |
| 1.0 | 9 | 0.0% | |
| 2.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 450989296.0 | 1 | 0.0% | |
| 465000000.0 | 1 | 0.0% | |
| 573218910.0 | 1 | 0.0% | |
| 782011561.0 | 1 | 0.0% | |
| 1553800718.0 | 1 | 0.0% |
Dmat_Investing_PrevQ1
Numeric
| Distinct count | 39295 |
|---|---|
| Unique (%) | 13.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1732600 |
|---|---|
| Minimum | 0 |
| Maximum | 39470000000 |
| Zeros (%) | 85.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1131600 |
| Maximum | 39470000000 |
| Range | 39470000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 99862000 |
|---|---|
| Coef of variation | 57.636 |
| Kurtosis | 94030 |
| Mean | 1732600 |
| MAD | 3250800 |
| Skewness | 270.93 |
| Sum | 519790000000 |
| Variance | 9972300000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 256918 | 85.6% | |
| 20000.0 | 405 | 0.1% | |
| 1201.5 | 245 | 0.1% | |
| 1112.5 | 166 | 0.1% | |
| 158.75 | 75 | 0.0% | |
| 40000.0 | 67 | 0.0% | |
| 1587.5 | 49 | 0.0% | |
| 15875.0 | 43 | 0.0% | |
| 1068.0 | 41 | 0.0% | |
| 793.75 | 38 | 0.0% | |
| Other values (39285) | 41953 | 14.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 256918 | 85.6% | |
| 0.02 | 1 | 0.0% | |
| 0.35 | 7 | 0.0% | |
| 0.6 | 2 | 0.0% | |
| 0.8 | 5 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9074787082.0 | 1 | 0.0% | |
| 9777652319.0 | 1 | 0.0% | |
| 11643148721.0 | 1 | 0.0% | |
| 23955229731.0 | 1 | 0.0% | |
| 39470000000.0 | 1 | 0.0% |
Dmat_Investing_PrevQ2
Numeric
| Distinct count | 38030 |
|---|---|
| Unique (%) | 12.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1704200 |
|---|---|
| Minimum | 0 |
| Maximum | 31109000000 |
| Zeros (%) | 86.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1110200 |
| Maximum | 31109000000 |
| Range | 31109000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 83882000 |
|---|---|
| Coef of variation | 49.22 |
| Kurtosis | 68380 |
| Mean | 1704200 |
| MAD | 3198900 |
| Skewness | 218.31 |
| Sum | 511270000000 |
| Variance | 7036100000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 258535 | 86.2% | |
| 20000.0 | 314 | 0.1% | |
| 1161.0 | 237 | 0.1% | |
| 1075.0 | 168 | 0.1% | |
| 40000.0 | 122 | 0.0% | |
| 28800.0 | 112 | 0.0% | |
| 48800.0 | 44 | 0.0% | |
| 1032.0 | 43 | 0.0% | |
| 3351.55 | 34 | 0.0% | |
| 1000000.0 | 32 | 0.0% | |
| Other values (38020) | 40359 | 13.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 258535 | 86.2% | |
| 0.02 | 1 | 0.0% | |
| 0.09 | 1 | 0.0% | |
| 0.45 | 2 | 0.0% | |
| 0.5 | 6 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9572523699.0 | 1 | 0.0% | |
| 9816078114.0 | 1 | 0.0% | |
| 10614940869.0 | 1 | 0.0% | |
| 12540617846.0 | 1 | 0.0% | |
| 31108761516.0 | 1 | 0.0% |
EDU_Closed_PrevQ1
Constant
This variable is constant and should be ignored for analysis
| Constant value |
|---|
EDU_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 27.3% |
| Missing (%) | 100.0% |
| Missing (n) | 299989 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1818 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.40452 |
|---|---|
| Coef of variation | 0.34229 |
| Kurtosis | 2.037 |
| Mean | 1.1818 |
| MAD | 0.29752 |
| Skewness | 1.9227 |
| Sum | 13 |
| Variance | 0.16364 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9 | 0.0% | |
| 2.0 | 2 | 0.0% | |
| (Missing) | 299989 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9 | 0.0% | |
| 2.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9 | 0.0% | |
| 2.0 | 2 | 0.0% |
EDU_PREM_CLOSED_PREVQ1
Constant
This variable is constant and should be ignored for analysis
| Constant value |
|---|
EDU_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 18.2% |
| Missing (%) | 100.0% |
| Missing (n) | 299989 |
| Y | 11 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 11 | 0.0% | |
| (Missing) | 299989 | 100.0% |
EFT_SELF_TRANSFER_PrevQ1
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| N | |
|---|---|
| Y | 3012 |
| Value | Count | Frequency (%) | |
| N | 296988 | 99.0% | |
| Y | 3012 | 1.0% |
EMAIL_UNSUBSCRIBE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 95.3% |
| Missing (n) | 286003 |
| Y | 13997 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 13997 | 4.7% | |
| (Missing) | 286003 | 95.3% |
ENGAGEMENT_TAG_prev1
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.1% |
| Missing (n) | 186 |
| LOW | |
|---|---|
| HIGH | |
| MEDIUM | |
| (Missing) | 186 |
| Value | Count | Frequency (%) | |
| LOW | 148584 | 49.5% | |
| HIGH | 87319 | 29.1% | |
| MEDIUM | 63813 | 21.3% | |
| NO | 98 | 0.0% | |
| (Missing) | 186 | 0.1% |
EOP_prev1
Highly correlated
This variable is highly correlated with BAL_prev1 and should be ignored for analysis
| Correlation | 0.9832 |
|---|
EOP_prev2
Highly correlated
This variable is highly correlated with BAL_prev2 and should be ignored for analysis
| Correlation | 0.96516 |
|---|
EOP_prev3
Highly correlated
This variable is highly correlated with BAL_prev3 and should be ignored for analysis
| Correlation | 0.90963 |
|---|
EOP_prev4
Highly correlated
This variable is highly correlated with BAL_prev4 and should be ignored for analysis
| Correlation | 0.91434 |
|---|
EOP_prev5
Highly correlated
This variable is highly correlated with BAL_prev5 and should be ignored for analysis
| Correlation | 0.909 |
|---|
EOP_prev6
Highly correlated
This variable is highly correlated with BAL_prev6 and should be ignored for analysis
| Correlation | 0.94235 |
|---|
FD_AMOUNT_BOOK_PrevQ1
Numeric
| Distinct count | 53022 |
|---|---|
| Unique (%) | 17.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 515200 |
|---|---|
| Minimum | 0 |
| Maximum | 854830000 |
| Zeros (%) | 66.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 124250 |
| 95-th percentile | 2218000 |
| Maximum | 854830000 |
| Range | 854830000 |
| Interquartile range | 124250 |
Descriptive statistics
| Standard deviation | 4353100 |
|---|---|
| Coef of variation | 8.4495 |
| Kurtosis | 11485 |
| Mean | 515200 |
| MAD | 803460 |
| Skewness | 82.179 |
| Sum | 154560000000 |
| Variance | 18950000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 199633 | 66.5% | |
| 100000.0 | 3724 | 1.2% | |
| 500000.0 | 2910 | 1.0% | |
| 200000.0 | 2532 | 0.8% | |
| 1000000.0 | 2075 | 0.7% | |
| 300000.0 | 1865 | 0.6% | |
| 50000.0 | 1577 | 0.5% | |
| 400000.0 | 1511 | 0.5% | |
| 600000.0 | 1087 | 0.4% | |
| 150000.0 | 1078 | 0.4% | |
| Other values (53012) | 82008 | 27.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 199633 | 66.5% | |
| 1.0 | 1 | 0.0% | |
| 1.11 | 1 | 0.0% | |
| 1.26 | 1 | 0.0% | |
| 1.27 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 477680000.0 | 1 | 0.0% | |
| 519295838.0 | 1 | 0.0% | |
| 523938572.2 | 1 | 0.0% | |
| 776136668.0 | 1 | 0.0% | |
| 854833992.8 | 1 | 0.0% |
FD_AMOUNT_BOOK_PrevQ2
Numeric
| Distinct count | 50606 |
|---|---|
| Unique (%) | 16.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 483390 |
|---|---|
| Minimum | 0 |
| Maximum | 1170000000 |
| Zeros (%) | 66.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 119090 |
| 95-th percentile | 2093200 |
| Maximum | 1170000000 |
| Range | 1170000000 |
| Interquartile range | 119090 |
Descriptive statistics
| Standard deviation | 4307300 |
|---|---|
| Coef of variation | 8.9105 |
| Kurtosis | 23583 |
| Mean | 483390 |
| MAD | 752710 |
| Skewness | 114.43 |
| Sum | 145020000000 |
| Variance | 18552000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 199325 | 66.4% | |
| 100000.0 | 4153 | 1.4% | |
| 500000.0 | 2997 | 1.0% | |
| 200000.0 | 2703 | 0.9% | |
| 1000000.0 | 2083 | 0.7% | |
| 300000.0 | 1872 | 0.6% | |
| 50000.0 | 1754 | 0.6% | |
| 400000.0 | 1614 | 0.5% | |
| 150000.0 | 1128 | 0.4% | |
| 600000.0 | 1116 | 0.4% | |
| Other values (50596) | 81255 | 27.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 199325 | 66.4% | |
| 1.0 | 1 | 0.0% | |
| 1.11 | 1 | 0.0% | |
| 1.26 | 1 | 0.0% | |
| 1.27 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 470000000.0 | 1 | 0.0% | |
| 484877110.2 | 1 | 0.0% | |
| 487289856.0 | 1 | 0.0% | |
| 757010347.2 | 1 | 0.0% | |
| 1170000000.0 | 1 | 0.0% |
FD_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 91.9% |
| Missing (n) | 275748 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 24252 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 24252 | 8.1% | |
| (Missing) | 275748 | 91.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24252 | 8.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24252 | 8.1% |
FD_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 96.7% |
| Missing (n) | 290173 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 9827 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9827 | 3.3% | |
| (Missing) | 290173 | 96.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9827 | 3.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9827 | 3.3% |
FD_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 66.5% |
| Missing (n) | 199477 |
| Y | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 100523 | 33.5% | |
| (Missing) | 199477 | 66.5% |
FINAL_WORTH_prev1
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.1% |
| Missing (n) | 186 |
| HIGH | |
|---|---|
| MEDIUM | |
| LOW | 1868 |
| (Missing) | 186 |
| Value | Count | Frequency (%) | |
| HIGH | 222672 | 74.2% | |
| MEDIUM | 75274 | 25.1% | |
| LOW | 1868 | 0.6% | |
| (Missing) | 186 | 0.1% |
FRX_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 100.0% |
| Missing (n) | 299939 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 61 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 61 | 0.0% | |
| (Missing) | 299939 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 61 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 61 | 0.0% |
FRX_PrevQ1_N
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| A_MISSING | |
|---|---|
| B_1 | 61 |
| Value | Count | Frequency (%) | |
| A_MISSING | 299939 | 100.0% | |
| B_1 | 61 | 0.0% |
GL_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 99.9% |
| Missing (n) | 299756 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 244 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 244 | 0.1% | |
| (Missing) | 299756 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 244 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 244 | 0.1% |
GL_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 297821 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.8417 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.36513 |
|---|---|
| Coef of variation | 0.19826 |
| Kurtosis | 1.5103 |
| Mean | 1.8417 |
| MAD | 0.26652 |
| Skewness | -1.8732 |
| Sum | 4013 |
| Variance | 0.13332 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 1834 | 0.6% | |
| 1.0 | 345 | 0.1% | |
| (Missing) | 297821 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 345 | 0.1% | |
| 2.0 | 1834 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 345 | 0.1% | |
| 2.0 | 1834 | 0.6% |
GL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 297821 |
| Y | 2179 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 2179 | 0.7% | |
| (Missing) | 297821 | 99.3% |
HL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 97.9% |
| Missing (n) | 293623 |
| Y | 6377 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 6377 | 2.1% | |
| (Missing) | 293623 | 97.9% |
HNW_CATEGORY
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2_Preferred | |
|---|---|
| 3_Classic | |
| 1_Imperia |
| Value | Count | Frequency (%) | |
| 2_Preferred | 154549 | 51.5% | |
| 3_Classic | 107078 | 35.7% | |
| 1_Imperia | 38373 | 12.8% |
IB_C_prev1
Numeric
| Distinct count | 5672 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12777 |
|---|---|
| Minimum | 0 |
| Maximum | 325930000 |
| Zeros (%) | 97.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 325930000 |
| Range | 325930000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 777750 |
|---|---|
| Coef of variation | 60.871 |
| Kurtosis | 113990 |
| Mean | 12777 |
| MAD | 25146 |
| Skewness | 301.12 |
| Sum | 3833100000 |
| Variance | 604890000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 292177 | 97.4% | |
| 1000.0 | 487 | 0.2% | |
| 5000.0 | 167 | 0.1% | |
| 10000.0 | 154 | 0.1% | |
| 2000.0 | 137 | 0.0% | |
| 3000.0 | 55 | 0.0% | |
| 100000.0 | 50 | 0.0% | |
| 50000.0 | 48 | 0.0% | |
| 20000.0 | 47 | 0.0% | |
| 15000.0 | 43 | 0.0% | |
| Other values (5662) | 6635 | 2.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 292177 | 97.4% | |
| 0.02 | 1 | 0.0% | |
| 0.15 | 1 | 0.0% | |
| 0.33 | 1 | 0.0% | |
| 1.5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 58762650.0 | 1 | 0.0% | |
| 58861369.02 | 1 | 0.0% | |
| 93300000.0 | 1 | 0.0% | |
| 182596292.0 | 1 | 0.0% | |
| 325934845.3 | 1 | 0.0% |
IB_C_prev2
Numeric
| Distinct count | 4870 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11545 |
|---|---|
| Minimum | 0 |
| Maximum | 110600000 |
| Zeros (%) | 97.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 110600000 |
| Range | 110600000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 487350 |
|---|---|
| Coef of variation | 42.212 |
| Kurtosis | 24932 |
| Mean | 11545 |
| MAD | 22745 |
| Skewness | 137.68 |
| Sum | 3463600000 |
| Variance | 237510000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 293376 | 97.8% | |
| 1000.0 | 324 | 0.1% | |
| 5000.0 | 168 | 0.1% | |
| 10000.0 | 147 | 0.0% | |
| 2000.0 | 135 | 0.0% | |
| 3000.0 | 51 | 0.0% | |
| 20000.0 | 50 | 0.0% | |
| 4000.0 | 47 | 0.0% | |
| 15000.0 | 46 | 0.0% | |
| 1000000.0 | 45 | 0.0% | |
| Other values (4860) | 5611 | 1.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 293376 | 97.8% | |
| 0.19 | 1 | 0.0% | |
| 0.36 | 1 | 0.0% | |
| 0.39 | 1 | 0.0% | |
| 1.96 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 66769584.98 | 1 | 0.0% | |
| 75000000.0 | 1 | 0.0% | |
| 78813756.03 | 1 | 0.0% | |
| 110000000.0 | 1 | 0.0% | |
| 110600000.0 | 1 | 0.0% |
IB_C_prev3
Numeric
| Distinct count | 5193 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14500 |
|---|---|
| Minimum | 0 |
| Maximum | 153000000 |
| Zeros (%) | 97.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 153000000 |
| Range | 153000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 552940 |
|---|---|
| Coef of variation | 38.133 |
| Kurtosis | 28952 |
| Mean | 14500 |
| MAD | 28551 |
| Skewness | 141.38 |
| Sum | 4350100000 |
| Variance | 305740000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 292672 | 97.6% | |
| 1000.0 | 695 | 0.2% | |
| 2000.0 | 159 | 0.1% | |
| 5000.0 | 152 | 0.1% | |
| 10000.0 | 139 | 0.0% | |
| 100000.0 | 58 | 0.0% | |
| 1000000.0 | 57 | 0.0% | |
| 3000.0 | 50 | 0.0% | |
| 50000.0 | 46 | 0.0% | |
| 15000.0 | 44 | 0.0% | |
| Other values (5183) | 5928 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 292672 | 97.6% | |
| 0.02 | 1 | 0.0% | |
| 0.08 | 1 | 0.0% | |
| 0.17 | 1 | 0.0% | |
| 0.8 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 61500000.0 | 1 | 0.0% | |
| 80000000.0 | 1 | 0.0% | |
| 90106056.07 | 1 | 0.0% | |
| 99925251.6 | 1 | 0.0% | |
| 153000000.0 | 1 | 0.0% |
IB_C_prev4
Numeric
| Distinct count | 4205 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7071.4 |
|---|---|
| Minimum | 0 |
| Maximum | 41800000 |
| Zeros (%) | 98.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 41800000 |
| Range | 41800000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 222130 |
|---|---|
| Coef of variation | 31.413 |
| Kurtosis | 12410 |
| Mean | 7071.4 |
| MAD | 13937 |
| Skewness | 91.784 |
| Sum | 2121400000 |
| Variance | 49344000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 293955 | 98.0% | |
| 1000.0 | 384 | 0.1% | |
| 5000.0 | 104 | 0.0% | |
| 10000.0 | 97 | 0.0% | |
| 2000.0 | 94 | 0.0% | |
| 200000.0 | 45 | 0.0% | |
| 100000.0 | 44 | 0.0% | |
| 3000.0 | 44 | 0.0% | |
| 2688.0 | 39 | 0.0% | |
| 1000000.0 | 37 | 0.0% | |
| Other values (4195) | 5157 | 1.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 293955 | 98.0% | |
| 1.39 | 1 | 0.0% | |
| 1.53 | 1 | 0.0% | |
| 2.01 | 1 | 0.0% | |
| 2.12 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23864778.0 | 1 | 0.0% | |
| 30000000.0 | 1 | 0.0% | |
| 30539909.64 | 1 | 0.0% | |
| 40242514.57 | 1 | 0.0% | |
| 41800000.0 | 1 | 0.0% |
IB_C_prev5
Numeric
| Distinct count | 3936 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13133 |
|---|---|
| Minimum | 0 |
| Maximum | 333700000 |
| Zeros (%) | 98.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 333700000 |
| Range | 333700000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 977070 |
|---|---|
| Coef of variation | 74.399 |
| Kurtosis | 83130 |
| Mean | 13133 |
| MAD | 25928 |
| Skewness | 263.94 |
| Sum | 3939900000 |
| Variance | 954670000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 294554 | 98.2% | |
| 1000.0 | 356 | 0.1% | |
| 10000.0 | 130 | 0.0% | |
| 5000.0 | 127 | 0.0% | |
| 2000.0 | 93 | 0.0% | |
| 20000.0 | 45 | 0.0% | |
| 100000.0 | 43 | 0.0% | |
| 200000.0 | 40 | 0.0% | |
| 500000.0 | 37 | 0.0% | |
| 50000.0 | 37 | 0.0% | |
| Other values (3926) | 4538 | 1.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 294554 | 98.2% | |
| 1.86 | 1 | 0.0% | |
| 2.18 | 1 | 0.0% | |
| 3.14 | 1 | 0.0% | |
| 4.69 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 68639406.74 | 1 | 0.0% | |
| 80000000.0 | 1 | 0.0% | |
| 150114000.0 | 1 | 0.0% | |
| 313700000.0 | 1 | 0.0% | |
| 333700000.0 | 1 | 0.0% |
IB_C_prev6
Numeric
| Distinct count | 4492 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14857 |
|---|---|
| Minimum | 0 |
| Maximum | 260000000 |
| Zeros (%) | 97.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 260000000 |
| Range | 260000000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 783010 |
|---|---|
| Coef of variation | 52.704 |
| Kurtosis | 49369 |
| Mean | 14857 |
| MAD | 29300 |
| Skewness | 187.71 |
| Sum | 4457000000 |
| Variance | 613110000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 293224 | 97.7% | |
| 1000.0 | 642 | 0.2% | |
| 5000.0 | 149 | 0.0% | |
| 10000.0 | 139 | 0.0% | |
| 2000.0 | 138 | 0.0% | |
| 15000.0 | 53 | 0.0% | |
| 100000.0 | 52 | 0.0% | |
| 7500.0 | 50 | 0.0% | |
| 1000000.0 | 42 | 0.0% | |
| 3000.0 | 42 | 0.0% | |
| Other values (4482) | 5469 | 1.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 293224 | 97.7% | |
| 0.02 | 1 | 0.0% | |
| 0.12 | 1 | 0.0% | |
| 0.39 | 1 | 0.0% | |
| 1.47 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100000000.0 | 1 | 0.0% | |
| 101000000.0 | 1 | 0.0% | |
| 121260479.0 | 1 | 0.0% | |
| 140200000.0 | 1 | 0.0% | |
| 260000000.0 | 1 | 0.0% |
IB_D_prev1
Numeric
| Distinct count | 34313 |
|---|---|
| Unique (%) | 11.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 50296 |
|---|---|
| Minimum | 0 |
| Maximum | 500010000 |
| Zeros (%) | 81.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 123000 |
| Maximum | 500010000 |
| Range | 500010000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1137600 |
|---|---|
| Coef of variation | 22.617 |
| Kurtosis | 126460 |
| Mean | 50296 |
| MAD | 89705 |
| Skewness | 303.71 |
| Sum | 15089000000 |
| Variance | 1294100000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 245136 | 81.7% | |
| 100000.0 | 943 | 0.3% | |
| 200000.0 | 773 | 0.3% | |
| 50000.0 | 752 | 0.3% | |
| 10000.0 | 742 | 0.2% | |
| 5000.0 | 482 | 0.2% | |
| 1000.0 | 479 | 0.2% | |
| 20000.0 | 473 | 0.2% | |
| 500000.0 | 393 | 0.1% | |
| 25000.0 | 375 | 0.1% | |
| Other values (34303) | 49452 | 16.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 245136 | 81.7% | |
| 0.1 | 1 | 0.0% | |
| 0.5 | 1 | 0.0% | |
| 1.0 | 11 | 0.0% | |
| 1.91 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 61606647.0 | 1 | 0.0% | |
| 100000000.0 | 1 | 0.0% | |
| 123085000.0 | 1 | 0.0% | |
| 158163490.9 | 1 | 0.0% | |
| 500010500.0 | 1 | 0.0% |
IB_D_prev2
Numeric
| Distinct count | 36405 |
|---|---|
| Unique (%) | 12.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 51676 |
|---|---|
| Minimum | 0 |
| Maximum | 252430000 |
| Zeros (%) | 81.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 147340 |
| Maximum | 252430000 |
| Range | 252430000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 778440 |
|---|---|
| Coef of variation | 15.064 |
| Kurtosis | 40816 |
| Mean | 51676 |
| MAD | 91627 |
| Skewness | 152.07 |
| Sum | 15503000000 |
| Variance | 605980000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 243959 | 81.3% | |
| 100000.0 | 930 | 0.3% | |
| 200000.0 | 759 | 0.3% | |
| 50000.0 | 718 | 0.2% | |
| 10000.0 | 653 | 0.2% | |
| 5000.0 | 507 | 0.2% | |
| 20000.0 | 467 | 0.2% | |
| 1000.0 | 445 | 0.1% | |
| 500000.0 | 412 | 0.1% | |
| 300000.0 | 395 | 0.1% | |
| Other values (36395) | 50755 | 16.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 243959 | 81.3% | |
| 1.0 | 13 | 0.0% | |
| 1.12 | 1 | 0.0% | |
| 1.15 | 1 | 0.0% | |
| 1.21 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 61058013.0 | 1 | 0.0% | |
| 81062319.0 | 1 | 0.0% | |
| 94400000.0 | 1 | 0.0% | |
| 123160000.0 | 1 | 0.0% | |
| 252431268.0 | 1 | 0.0% |
IB_D_prev3
Numeric
| Distinct count | 35164 |
|---|---|
| Unique (%) | 11.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 53841 |
|---|---|
| Minimum | 0 |
| Maximum | 405530000 |
| Zeros (%) | 81.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 150000 |
| Maximum | 405530000 |
| Range | 405530000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 983640 |
|---|---|
| Coef of variation | 18.269 |
| Kurtosis | 98188 |
| Mean | 53841 |
| MAD | 95517 |
| Skewness | 255.95 |
| Sum | 16152000000 |
| Variance | 967540000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 243435 | 81.1% | |
| 100000.0 | 1049 | 0.3% | |
| 50000.0 | 856 | 0.3% | |
| 10000.0 | 769 | 0.3% | |
| 200000.0 | 740 | 0.2% | |
| 5000.0 | 570 | 0.2% | |
| 1000.0 | 566 | 0.2% | |
| 20000.0 | 532 | 0.2% | |
| 25000.0 | 478 | 0.2% | |
| 30000.0 | 424 | 0.1% | |
| Other values (35154) | 50581 | 16.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 243435 | 81.1% | |
| 0.33 | 1 | 0.0% | |
| 1.0 | 5 | 0.0% | |
| 1.8 | 1 | 0.0% | |
| 2.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 78762701.74 | 1 | 0.0% | |
| 82200000.0 | 1 | 0.0% | |
| 112017386.1 | 1 | 0.0% | |
| 118680933.2 | 1 | 0.0% | |
| 405531780.0 | 1 | 0.0% |
IB_D_prev4
Numeric
| Distinct count | 32518 |
|---|---|
| Unique (%) | 10.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 35685 |
|---|---|
| Minimum | 0 |
| Maximum | 119110000 |
| Zeros (%) | 83.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 93194 |
| Maximum | 119110000 |
| Range | 119110000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 447640 |
|---|---|
| Coef of variation | 12.544 |
| Kurtosis | 20856 |
| Mean | 35685 |
| MAD | 63992 |
| Skewness | 103.71 |
| Sum | 10706000000 |
| Variance | 200380000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 249849 | 83.3% | |
| 100000.0 | 776 | 0.3% | |
| 10000.0 | 619 | 0.2% | |
| 50000.0 | 613 | 0.2% | |
| 200000.0 | 566 | 0.2% | |
| 20000.0 | 451 | 0.2% | |
| 1000.0 | 435 | 0.1% | |
| 5000.0 | 419 | 0.1% | |
| 500000.0 | 317 | 0.1% | |
| 25000.0 | 313 | 0.1% | |
| Other values (32508) | 45642 | 15.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 249849 | 83.3% | |
| 0.67 | 1 | 0.0% | |
| 1.0 | 10 | 0.0% | |
| 1.35 | 1 | 0.0% | |
| 1.86 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37000000.0 | 1 | 0.0% | |
| 57000000.0 | 1 | 0.0% | |
| 59502000.0 | 1 | 0.0% | |
| 65550000.0 | 1 | 0.0% | |
| 119105608.0 | 1 | 0.0% |
IB_D_prev5
Numeric
| Distinct count | 34118 |
|---|---|
| Unique (%) | 11.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 43184 |
|---|---|
| Minimum | 0 |
| Maximum | 160220000 |
| Zeros (%) | 82.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 105180 |
| Maximum | 160220000 |
| Range | 160220000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 644710 |
|---|---|
| Coef of variation | 14.929 |
| Kurtosis | 22074 |
| Mean | 43184 |
| MAD | 77186 |
| Skewness | 119.77 |
| Sum | 12955000000 |
| Variance | 415640000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 247855 | 82.6% | |
| 100000.0 | 870 | 0.3% | |
| 200000.0 | 616 | 0.2% | |
| 10000.0 | 574 | 0.2% | |
| 50000.0 | 562 | 0.2% | |
| 5000.0 | 453 | 0.2% | |
| 20000.0 | 430 | 0.1% | |
| 1000.0 | 423 | 0.1% | |
| 500000.0 | 344 | 0.1% | |
| 25000.0 | 328 | 0.1% | |
| Other values (34108) | 47545 | 15.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 247855 | 82.6% | |
| 0.5 | 1 | 0.0% | |
| 1.0 | 7 | 0.0% | |
| 1.6 | 1 | 0.0% | |
| 1.63 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 83300000.0 | 1 | 0.0% | |
| 100210000.0 | 1 | 0.0% | |
| 105200000.0 | 1 | 0.0% | |
| 111100000.0 | 1 | 0.0% | |
| 160220125.1 | 1 | 0.0% |
IB_D_prev6
Numeric
| Distinct count | 33170 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 46552 |
|---|---|
| Minimum | 0 |
| Maximum | 186800000 |
| Zeros (%) | 82.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 113400 |
| Maximum | 186800000 |
| Range | 186800000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 723490 |
|---|---|
| Coef of variation | 15.542 |
| Kurtosis | 23289 |
| Mean | 46552 |
| MAD | 83093 |
| Skewness | 121.66 |
| Sum | 13966000000 |
| Variance | 523440000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 247012 | 82.3% | |
| 100000.0 | 953 | 0.3% | |
| 10000.0 | 797 | 0.3% | |
| 50000.0 | 770 | 0.3% | |
| 200000.0 | 595 | 0.2% | |
| 1000.0 | 519 | 0.2% | |
| 20000.0 | 505 | 0.2% | |
| 5000.0 | 500 | 0.2% | |
| 25000.0 | 454 | 0.2% | |
| 15000.0 | 383 | 0.1% | |
| Other values (33160) | 47512 | 15.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 247012 | 82.3% | |
| 1.0 | 8 | 0.0% | |
| 2.0 | 1 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 5.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 95562121.24 | 1 | 0.0% | |
| 101335158.0 | 1 | 0.0% | |
| 102389563.0 | 1 | 0.0% | |
| 130984107.8 | 1 | 0.0% | |
| 186800000.0 | 1 | 0.0% |
INS_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 86.5% |
| Missing (n) | 259575 |
| Y | 40425 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 40425 | 13.5% | |
| (Missing) | 259575 | 86.5% |
I_AQB_PrevQ1
Highly correlated
This variable is highly correlated with CR_AMB_Prev4 and should be ignored for analysis
| Correlation | 0.90079 |
|---|
I_AQB_PrevQ2
Highly correlated
This variable is highly correlated with CR_AMB_Prev6 and should be ignored for analysis
| Correlation | 0.95413 |
|---|
I_CNR_PrevQ1
Numeric
| Distinct count | 243390 |
|---|---|
| Unique (%) | 81.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2299.2 |
|---|---|
| Minimum | -51639 |
| Maximum | 2450100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -51639 |
|---|---|
| 5-th percentile | 232.15 |
| Q1 | 446.41 |
| Median | 862.2 |
| Q3 | 1896.9 |
| 95-th percentile | 7275.1 |
| Maximum | 2450100 |
| Range | 2501800 |
| Interquartile range | 1450.5 |
Descriptive statistics
| Standard deviation | 11457 |
|---|---|
| Coef of variation | 4.9831 |
| Kurtosis | 11501 |
| Mean | 2299.2 |
| MAD | 2364.8 |
| Skewness | 79.033 |
| Sum | 689750000 |
| Variance | 131270000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 208.33 | 10 | 0.0% | |
| 219.1 | 8 | 0.0% | |
| 214.43 | 8 | 0.0% | |
| 477.34 | 8 | 0.0% | |
| 249.69 | 8 | 0.0% | |
| 365.89 | 7 | 0.0% | |
| 253.4 | 7 | 0.0% | |
| 315.99 | 7 | 0.0% | |
| 429.4 | 7 | 0.0% | |
| 220.34 | 7 | 0.0% | |
| Other values (243380) | 299923 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -51639.33333 | 1 | 0.0% | |
| -51055.03 | 1 | 0.0% | |
| -44987.43667 | 1 | 0.0% | |
| -26321.63333 | 1 | 0.0% | |
| -18367.45333 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1149172.793 | 1 | 0.0% | |
| 1210599.393 | 1 | 0.0% | |
| 1556552.84 | 1 | 0.0% | |
| 1683213.53 | 1 | 0.0% | |
| 2450117.557 | 1 | 0.0% |
I_CNR_PrevQ2
Numeric
| Distinct count | 248671 |
|---|---|
| Unique (%) | 82.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2233.7 |
|---|---|
| Minimum | -70275 |
| Maximum | 2379400 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -70275 |
|---|---|
| 5-th percentile | 142.56 |
| Q1 | 407.69 |
| Median | 817.83 |
| Q3 | 1820.9 |
| 95-th percentile | 7138.2 |
| Maximum | 2379400 |
| Range | 2449600 |
| Interquartile range | 1413.2 |
Descriptive statistics
| Standard deviation | 11445 |
|---|---|
| Coef of variation | 5.1237 |
| Kurtosis | 13041 |
| Mean | 2233.7 |
| MAD | 2350.2 |
| Skewness | 81.888 |
| Sum | 670110000 |
| Variance | 130990000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 156 | 0.1% | |
| -7.0 | 14 | 0.0% | |
| 232.19 | 7 | 0.0% | |
| 480.8433333 | 7 | 0.0% | |
| 435.85 | 7 | 0.0% | |
| 287.9433333 | 7 | 0.0% | |
| 272.4133333 | 6 | 0.0% | |
| 236.5433333 | 6 | 0.0% | |
| 516.3133333 | 6 | 0.0% | |
| 241.7266667 | 6 | 0.0% | |
| Other values (248661) | 299778 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -70275.22 | 1 | 0.0% | |
| -49621.16667 | 1 | 0.0% | |
| -48248.83667 | 1 | 0.0% | |
| -33037.84 | 1 | 0.0% | |
| -26918.49667 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 869866.2267 | 1 | 0.0% | |
| 1046882.393 | 1 | 0.0% | |
| 1209230.043 | 1 | 0.0% | |
| 2286696.57 | 1 | 0.0% | |
| 2379361.123 | 1 | 0.0% |
I_CR_AQB_PrevQ1
Highly correlated
This variable is highly correlated with I_AQB_PrevQ1 and should be ignored for analysis
| Correlation | 1 |
|---|
I_CR_AQB_PrevQ2
Highly correlated
This variable is highly correlated with I_AQB_PrevQ2 and should be ignored for analysis
| Correlation | 0.99998 |
|---|
I_NRV_PrevQ1
Highly correlated
This variable is highly correlated with Dmat_Investing_PrevQ1 and should be ignored for analysis
| Correlation | 0.99497 |
|---|
I_NRV_PrevQ2
Highly correlated
This variable is highly correlated with Dmat_Investing_PrevQ2 and should be ignored for analysis
| Correlation | 0.9938 |
|---|
LAP_DATE
Highly correlated
This variable is highly correlated with CE_DATE and should be ignored for analysis
| Correlation | 1 |
|---|
LAS_DATE
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 200.0% |
| Missing (%) | 100.0% |
| Missing (n) | 299999 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | |
|---|---|
| Coef of variation | |
| Kurtosis | |
| Mean | 1 |
| MAD | 0 |
| Skewness | |
| Sum | 1 |
| Variance | |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1 | 0.0% | |
| (Missing) | 299999 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1 | 0.0% |
LAS_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 200.0% |
| Missing (%) | 100.0% |
| Missing (n) | 299999 |
| Y | 1 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 1 | 0.0% | |
| (Missing) | 299999 | 100.0% |
MB_C_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_C_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_C_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_C_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_C_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_C_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_D_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_D_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_D_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_D_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_D_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MB_D_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
MF_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 90.8% |
| Missing (n) | 272500 |
| Y | 27500 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 27500 | 9.2% | |
| (Missing) | 272500 | 90.8% |
NO_OF_Accs
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1747 |
|---|---|
| Minimum | 1 |
| Maximum | 26 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 26 |
| Range | 25 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.44668 |
|---|---|
| Coef of variation | 0.38027 |
| Kurtosis | 106.3 |
| Mean | 1.1747 |
| MAD | 0.29552 |
| Skewness | 4.6825 |
| Sum | 352397 |
| Variance | 0.19953 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1 | 253802 | 84.6% | |
| 2 | 40837 | 13.6% | |
| 3 | 4780 | 1.6% | |
| 4 | 486 | 0.2% | |
| 5 | 58 | 0.0% | |
| 6 | 18 | 0.0% | |
| 7 | 5 | 0.0% | |
| 8 | 3 | 0.0% | |
| 9 | 2 | 0.0% | |
| 14 | 2 | 0.0% | |
| Other values (7) | 7 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 253802 | 84.6% | |
| 2 | 40837 | 13.6% | |
| 3 | 4780 | 1.6% | |
| 4 | 486 | 0.2% | |
| 5 | 58 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19 | 1 | 0.0% | |
| 20 | 1 | 0.0% | |
| 21 | 1 | 0.0% | |
| 25 | 1 | 0.0% | |
| 26 | 1 | 0.0% |
NO_OF_CHEQUE_BOUNCE_V1
Highly correlated
This variable is highly correlated with BRN_CW_Cnt_prev2 and should be ignored for analysis
| Correlation | 1 |
|---|
NO_OF_COMPLAINTS
Highly correlated
This variable is highly correlated with BRN_CW_Amt_prev2 and should be ignored for analysis
| Correlation | 1 |
|---|
NO_OF_FD_BOOK_PrevQ1
Numeric
| Distinct count | 89 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 66.5% |
| Missing (n) | 199633 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.1003 |
|---|---|
| Minimum | 1 |
| Maximum | 168 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 10 |
| Maximum | 168 |
| Range | 167 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 4.2513 |
|---|---|
| Coef of variation | 1.3713 |
| Kurtosis | 111.75 |
| Mean | 3.1003 |
| MAD | 2.3334 |
| Skewness | 7.1367 |
| Sum | 311170 |
| Variance | 18.074 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 44933 | 15.0% | |
| 2.0 | 19668 | 6.6% | |
| 3.0 | 10764 | 3.6% | |
| 4.0 | 6941 | 2.3% | |
| 5.0 | 4691 | 1.6% | |
| 6.0 | 3125 | 1.0% | |
| 7.0 | 2238 | 0.7% | |
| 8.0 | 1626 | 0.5% | |
| 9.0 | 1249 | 0.4% | |
| 10.0 | 920 | 0.3% | |
| Other values (78) | 4212 | 1.4% | |
| (Missing) | 199633 | 66.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 44933 | 15.0% | |
| 2.0 | 19668 | 6.6% | |
| 3.0 | 10764 | 3.6% | |
| 4.0 | 6941 | 2.3% | |
| 5.0 | 4691 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 109.0 | 2 | 0.0% | |
| 112.0 | 1 | 0.0% | |
| 118.0 | 1 | 0.0% | |
| 152.0 | 1 | 0.0% | |
| 168.0 | 1 | 0.0% |
NO_OF_FD_BOOK_PrevQ2
Highly correlated
This variable is highly correlated with NO_OF_FD_BOOK_PrevQ1 and should be ignored for analysis
| Correlation | 0.91777 |
|---|
NO_OF_RD_BOOK_PrevQ1
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 91.8% |
| Missing (n) | 275370 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2486 |
|---|---|
| Minimum | 1 |
| Maximum | 169 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 169 |
| Range | 168 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.4348 |
|---|---|
| Coef of variation | 1.1491 |
| Kurtosis | 7650.1 |
| Mean | 1.2486 |
| MAD | 0.42773 |
| Skewness | 68.765 |
| Sum | 30754 |
| Variance | 2.0587 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 21185 | 7.1% | |
| 2.0 | 2423 | 0.8% | |
| 3.0 | 510 | 0.2% | |
| 4.0 | 209 | 0.1% | |
| 5.0 | 135 | 0.0% | |
| 6.0 | 62 | 0.0% | |
| 7.0 | 34 | 0.0% | |
| 10.0 | 19 | 0.0% | |
| 8.0 | 12 | 0.0% | |
| 9.0 | 9 | 0.0% | |
| Other values (15) | 32 | 0.0% | |
| (Missing) | 275370 | 91.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 21185 | 7.1% | |
| 2.0 | 2423 | 0.8% | |
| 3.0 | 510 | 0.2% | |
| 4.0 | 209 | 0.1% | |
| 5.0 | 135 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27.0 | 1 | 0.0% | |
| 29.0 | 1 | 0.0% | |
| 30.0 | 1 | 0.0% | |
| 42.0 | 1 | 0.0% | |
| 169.0 | 1 | 0.0% |
NO_OF_RD_BOOK_PrevQ2
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 90.2% |
| Missing (n) | 270731 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2759 |
|---|---|
| Minimum | 1 |
| Maximum | 93 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 93 |
| Range | 92 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.2068 |
|---|---|
| Coef of variation | 0.94585 |
| Kurtosis | 1554.9 |
| Mean | 1.2759 |
| MAD | 0.46847 |
| Skewness | 27.079 |
| Sum | 37343 |
| Variance | 1.4563 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 24853 | 8.3% | |
| 2.0 | 3011 | 1.0% | |
| 3.0 | 698 | 0.2% | |
| 4.0 | 279 | 0.1% | |
| 5.0 | 191 | 0.1% | |
| 6.0 | 71 | 0.0% | |
| 10.0 | 38 | 0.0% | |
| 7.0 | 38 | 0.0% | |
| 8.0 | 25 | 0.0% | |
| 9.0 | 24 | 0.0% | |
| Other values (17) | 41 | 0.0% | |
| (Missing) | 270731 | 90.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 24853 | 8.3% | |
| 2.0 | 3011 | 1.0% | |
| 3.0 | 698 | 0.2% | |
| 4.0 | 279 | 0.1% | |
| 5.0 | 191 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34.0 | 1 | 0.0% | |
| 35.0 | 1 | 0.0% | |
| 44.0 | 1 | 0.0% | |
| 66.0 | 1 | 0.0% | |
| 93.0 | 1 | 0.0% |
OCCUP_ALL_NEW
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 96 |
| SELF_EMPLOYED | |
|---|---|
| SALARIED | |
| HOUSEWIFE | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| SELF_EMPLOYED | 100007 | 33.3% | |
| SALARIED | 70569 | 23.5% | |
| HOUSEWIFE | 57509 | 19.2% | |
| INDIVIDUAL | 27760 | 9.3% | |
| STUDENT | 21841 | 7.3% | |
| RETIRED | 21026 | 7.0% | |
| MISSING | 745 | 0.2% | |
| NON_INDIVIDUA | 447 | 0.1% | |
| (Missing) | 96 | 0.0% |
OTHER_LOANS_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 99.8% |
| Missing (n) | 299310 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 690 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 690 | 0.2% | |
| (Missing) | 299310 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 690 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 690 | 0.2% |
OTHER_LOANS_DATE
Highly correlated
This variable is highly correlated with LAP_DATE and should be ignored for analysis
| Correlation | 0.99471 |
|---|
OTHER_LOANS_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 99.8% |
| Missing (n) | 299459 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 541 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 541 | 0.2% | |
| (Missing) | 299459 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 541 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 541 | 0.2% |
OTHER_LOANS_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 98.9% |
| Missing (n) | 296724 |
| Y | 3276 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 3276 | 1.1% | |
| (Missing) | 296724 | 98.9% |
PL_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 99.9% |
| Missing (n) | 299827 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 173 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 173 | 0.1% | |
| (Missing) | 299827 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 173 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 173 | 0.1% |
PL_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.1% |
| Missing (n) | 297413 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.8079 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.39404 |
|---|---|
| Coef of variation | 0.21796 |
| Kurtosis | 0.44621 |
| Mean | 1.8079 |
| MAD | 0.31041 |
| Skewness | -1.5639 |
| Sum | 4677 |
| Variance | 0.15527 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 2090 | 0.7% | |
| 1.0 | 497 | 0.2% | |
| (Missing) | 297413 | 99.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 497 | 0.2% | |
| 2.0 | 2090 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 497 | 0.2% | |
| 2.0 | 2090 | 0.7% |
PL_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 100.0% |
| Missing (n) | 299872 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 128 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 128 | 0.0% | |
| (Missing) | 299872 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 128 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 128 | 0.0% |
PL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.1% |
| Missing (n) | 297413 |
| Y | 2587 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 2587 | 0.9% | |
| (Missing) | 297413 | 99.1% |
POS_C_prev1
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
POS_C_prev2
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
POS_C_prev3
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
POS_C_prev4
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
POS_C_prev5
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
POS_C_prev6
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
POS_D_prev1
Numeric
| Distinct count | 29002 |
|---|---|
| Unique (%) | 9.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2046.5 |
|---|---|
| Minimum | 0 |
| Maximum | 4049200 |
| Zeros (%) | 85.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 9147.2 |
| Maximum | 4049200 |
| Range | 4049200 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 14641 |
|---|---|
| Coef of variation | 7.1541 |
| Kurtosis | 19949 |
| Mean | 2046.5 |
| MAD | 3601.4 |
| Skewness | 83.551 |
| Sum | 613940000 |
| Variance | 214350000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 256836 | 85.6% | |
| 1000.0 | 348 | 0.1% | |
| 500.0 | 338 | 0.1% | |
| 2000.0 | 252 | 0.1% | |
| 1500.0 | 188 | 0.1% | |
| 200.0 | 148 | 0.0% | |
| 100.0 | 144 | 0.0% | |
| 300.0 | 120 | 0.0% | |
| 3000.0 | 101 | 0.0% | |
| 1200.0 | 85 | 0.0% | |
| Other values (28992) | 41440 | 13.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 256836 | 85.6% | |
| 0.68 | 1 | 0.0% | |
| 1.0 | 32 | 0.0% | |
| 1.11 | 1 | 0.0% | |
| 2.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 772831.62 | 1 | 0.0% | |
| 791623.77 | 1 | 0.0% | |
| 959069.74 | 1 | 0.0% | |
| 1200000.0 | 1 | 0.0% | |
| 4049242.12 | 1 | 0.0% |
POS_D_prev2
Numeric
| Distinct count | 32328 |
|---|---|
| Unique (%) | 10.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2451.9 |
|---|---|
| Minimum | 0 |
| Maximum | 2125500 |
| Zeros (%) | 84.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 11683 |
| Maximum | 2125500 |
| Range | 2125500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 14680 |
|---|---|
| Coef of variation | 5.9873 |
| Kurtosis | 2316.2 |
| Mean | 2451.9 |
| MAD | 4275.9 |
| Skewness | 28.099 |
| Sum | 735560000 |
| Variance | 215500000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 253775 | 84.6% | |
| 1000.0 | 372 | 0.1% | |
| 500.0 | 301 | 0.1% | |
| 2000.0 | 196 | 0.1% | |
| 200.0 | 167 | 0.1% | |
| 1500.0 | 137 | 0.0% | |
| 100.0 | 131 | 0.0% | |
| 300.0 | 115 | 0.0% | |
| 3000.0 | 94 | 0.0% | |
| 10000.0 | 78 | 0.0% | |
| Other values (32318) | 44634 | 14.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 253775 | 84.6% | |
| 0.01 | 1 | 0.0% | |
| 1.0 | 18 | 0.0% | |
| 2.0 | 6 | 0.0% | |
| 3.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 912485.87 | 1 | 0.0% | |
| 946052.22 | 1 | 0.0% | |
| 983970.3 | 1 | 0.0% | |
| 1574779.36 | 1 | 0.0% | |
| 2125509.0 | 1 | 0.0% |
POS_D_prev3
Numeric
| Distinct count | 31749 |
|---|---|
| Unique (%) | 10.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2580 |
|---|---|
| Minimum | 0 |
| Maximum | 2011000 |
| Zeros (%) | 84.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 11851 |
| Maximum | 2011000 |
| Range | 2011000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 15786 |
|---|---|
| Coef of variation | 6.1184 |
| Kurtosis | 1427.4 |
| Mean | 2580 |
| MAD | 4508.1 |
| Skewness | 23.746 |
| Sum | 774010000 |
| Variance | 249180000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 253851 | 84.6% | |
| 1000.0 | 355 | 0.1% | |
| 500.0 | 271 | 0.1% | |
| 2000.0 | 221 | 0.1% | |
| 200.0 | 173 | 0.1% | |
| 1500.0 | 160 | 0.1% | |
| 100.0 | 132 | 0.0% | |
| 300.0 | 131 | 0.0% | |
| 3000.0 | 106 | 0.0% | |
| 5000.0 | 98 | 0.0% | |
| Other values (31739) | 44502 | 14.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 253851 | 84.6% | |
| 0.01 | 1 | 0.0% | |
| 0.02 | 2 | 0.0% | |
| 0.1 | 1 | 0.0% | |
| 0.11 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 922129.39 | 1 | 0.0% | |
| 942896.4 | 1 | 0.0% | |
| 989656.42 | 1 | 0.0% | |
| 1042861.36 | 1 | 0.0% | |
| 2010980.6 | 1 | 0.0% |
POS_D_prev4
Numeric
| Distinct count | 30204 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2434.5 |
|---|---|
| Minimum | 0 |
| Maximum | 2940000 |
| Zeros (%) | 85.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 11250 |
| Maximum | 2940000 |
| Range | 2940000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 15660 |
|---|---|
| Coef of variation | 6.4327 |
| Kurtosis | 4870.2 |
| Mean | 2434.5 |
| MAD | 4274.8 |
| Skewness | 39.205 |
| Sum | 730340000 |
| Variance | 245240000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 255773 | 85.3% | |
| 1000.0 | 402 | 0.1% | |
| 500.0 | 276 | 0.1% | |
| 2000.0 | 207 | 0.1% | |
| 200.0 | 155 | 0.1% | |
| 1500.0 | 129 | 0.0% | |
| 300.0 | 122 | 0.0% | |
| 100.0 | 120 | 0.0% | |
| 2500.0 | 84 | 0.0% | |
| 3000.0 | 81 | 0.0% | |
| Other values (30194) | 42651 | 14.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 255773 | 85.3% | |
| 0.01 | 1 | 0.0% | |
| 0.02 | 1 | 0.0% | |
| 0.1 | 1 | 0.0% | |
| 1.0 | 28 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 676893.0 | 1 | 0.0% | |
| 715906.0 | 1 | 0.0% | |
| 1408638.56 | 1 | 0.0% | |
| 1415978.57 | 1 | 0.0% | |
| 2940000.0 | 1 | 0.0% |
POS_D_prev5
Numeric
| Distinct count | 30265 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2378.9 |
|---|---|
| Minimum | 0 |
| Maximum | 1649000 |
| Zeros (%) | 85.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 10977 |
| Maximum | 1649000 |
| Range | 1649000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 15083 |
|---|---|
| Coef of variation | 6.3404 |
| Kurtosis | 1456 |
| Mean | 2378.9 |
| MAD | 4172.5 |
| Skewness | 25.652 |
| Sum | 713660000 |
| Variance | 227500000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 255594 | 85.2% | |
| 1000.0 | 364 | 0.1% | |
| 500.0 | 312 | 0.1% | |
| 2000.0 | 208 | 0.1% | |
| 1500.0 | 159 | 0.1% | |
| 200.0 | 155 | 0.1% | |
| 100.0 | 112 | 0.0% | |
| 3000.0 | 110 | 0.0% | |
| 300.0 | 106 | 0.0% | |
| 5000.0 | 85 | 0.0% | |
| Other values (30255) | 42795 | 14.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 255594 | 85.2% | |
| 0.02 | 1 | 0.0% | |
| 0.5 | 1 | 0.0% | |
| 0.68 | 1 | 0.0% | |
| 1.0 | 20 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 886050.86 | 1 | 0.0% | |
| 1050000.0 | 1 | 0.0% | |
| 1161865.05 | 1 | 0.0% | |
| 1475352.4 | 1 | 0.0% | |
| 1649000.42 | 1 | 0.0% |
POS_D_prev6
Numeric
| Distinct count | 27567 |
|---|---|
| Unique (%) | 9.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1942 |
|---|---|
| Minimum | 0 |
| Maximum | 1176600 |
| Zeros (%) | 86.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8442.7 |
| Maximum | 1176600 |
| Range | 1176600 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 12771 |
|---|---|
| Coef of variation | 6.5762 |
| Kurtosis | 1253 |
| Mean | 1942 |
| MAD | 3436 |
| Skewness | 24.564 |
| Sum | 582590000 |
| Variance | 163090000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 258896 | 86.3% | |
| 1000.0 | 411 | 0.1% | |
| 500.0 | 314 | 0.1% | |
| 2000.0 | 258 | 0.1% | |
| 200.0 | 199 | 0.1% | |
| 1500.0 | 151 | 0.1% | |
| 300.0 | 125 | 0.0% | |
| 100.0 | 124 | 0.0% | |
| 3000.0 | 90 | 0.0% | |
| 5000.0 | 83 | 0.0% | |
| Other values (27557) | 39349 | 13.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 258896 | 86.3% | |
| 0.01 | 3 | 0.0% | |
| 0.1 | 2 | 0.0% | |
| 0.85 | 1 | 0.0% | |
| 1.0 | 19 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 931958.57 | 1 | 0.0% | |
| 993549.05 | 1 | 0.0% | |
| 1010132.0 | 1 | 0.0% | |
| 1142653.76 | 1 | 0.0% | |
| 1176598.12 | 1 | 0.0% |
Percent_Change_in_Big_Expenses
Numeric
| Distinct count | 377 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 79.1% |
| Missing (n) | 237204 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47.49 |
|---|---|
| Minimum | 0 |
| Maximum | 1069900 |
| Zeros (%) | 8.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 1069900 |
| Range | 1069900 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 4981.2 |
|---|---|
| Coef of variation | 104.89 |
| Kurtosis | 35526 |
| Mean | 47.49 |
| MAD | 90.586 |
| Skewness | 177.34 |
| Sum | 2982200 |
| Variance | 24813000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 25033 | 8.3% | |
| 1.0 | 22923 | 7.6% | |
| 2.0 | 5774 | 1.9% | |
| 3.0 | 2530 | 0.8% | |
| 4.0 | 1304 | 0.4% | |
| 5.0 | 840 | 0.3% | |
| 6.0 | 579 | 0.2% | |
| 7.0 | 417 | 0.1% | |
| 8.0 | 330 | 0.1% | |
| 9.0 | 284 | 0.1% | |
| Other values (366) | 2782 | 0.9% | |
| (Missing) | 237204 | 79.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 25033 | 8.3% | |
| 1.0 | 22923 | 7.6% | |
| 2.0 | 5774 | 1.9% | |
| 3.0 | 2530 | 0.8% | |
| 4.0 | 1304 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 150000.0 | 1 | 0.0% | |
| 209736.0 | 1 | 0.0% | |
| 301510.0 | 1 | 0.0% | |
| 479250.0 | 1 | 0.0% | |
| 1069858.0 | 1 | 0.0% |
Percent_Change_in_Credits
Numeric
| Distinct count | 182120 |
|---|---|
| Unique (%) | 89.5% |
| Missing (%) | 32.1% |
| Missing (n) | 96415 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19054 |
|---|---|
| Minimum | -100 |
| Maximum | 511630000 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -96.011 |
| Q1 | -51.409 |
| Median | 1.5876 |
| Q3 | 158.65 |
| 95-th percentile | 3629.3 |
| Maximum | 511630000 |
| Range | 511630000 |
| Interquartile range | 210.06 |
Descriptive statistics
| Standard deviation | 1329800 |
|---|---|
| Coef of variation | 69.793 |
| Kurtosis | 109240 |
| Mean | 19054 |
| MAD | 36487 |
| Skewness | 297.84 |
| Sum | 3879100000 |
| Variance | 1768500000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 4594 | 1.5% | |
| -50.0 | 677 | 0.2% | |
| -33.33333333 | 662 | 0.2% | |
| 100.0 | 517 | 0.2% | |
| 50.0 | 450 | 0.1% | |
| -66.66666667 | 302 | 0.1% | |
| -25.0 | 260 | 0.1% | |
| 200.0 | 215 | 0.1% | |
| 33.33333333 | 194 | 0.1% | |
| 150.0 | 162 | 0.1% | |
| Other values (182109) | 195552 | 65.2% | |
| (Missing) | 96415 | 32.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -100.0 | 3 | 0.0% | |
| -99.99999979 | 1 | 0.0% | |
| -99.99999423 | 1 | 0.0% | |
| -99.99992835 | 1 | 0.0% | |
| -99.99992353 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 68749900.0 | 1 | 0.0% | |
| 70677010.0 | 1 | 0.0% | |
| 130685233.3 | 1 | 0.0% | |
| 157273025.0 | 1 | 0.0% | |
| 511629936.6 | 1 | 0.0% |
Percent_Change_in_FT_Bank
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 96.1% |
| Missing (n) | 288198 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5599 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 1.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.846 |
|---|---|
| Coef of variation | 1.1834 |
| Kurtosis | 3.6298 |
| Mean | 1.5599 |
| MAD | 1.3356 |
| Skewness | 1.8898 |
| Sum | 18410 |
| Variance | 3.4079 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4420 | 1.5% | |
| 0.0 | 3466 | 1.2% | |
| 2.0 | 1646 | 0.5% | |
| 3.0 | 821 | 0.3% | |
| 4.0 | 459 | 0.2% | |
| 5.0 | 330 | 0.1% | |
| 6.0 | 236 | 0.1% | |
| 8.0 | 165 | 0.1% | |
| 7.0 | 159 | 0.1% | |
| 9.0 | 100 | 0.0% | |
| (Missing) | 288198 | 96.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3466 | 1.2% | |
| 1.0 | 4420 | 1.5% | |
| 2.0 | 1646 | 0.5% | |
| 3.0 | 821 | 0.3% | |
| 4.0 | 459 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 330 | 0.1% | |
| 6.0 | 236 | 0.1% | |
| 7.0 | 159 | 0.1% | |
| 8.0 | 165 | 0.1% | |
| 9.0 | 100 | 0.0% |
Percent_Change_in_FT_outside
Numeric
| Distinct count | 1277 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 51.5% |
| Missing (n) | 154370 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 316.82 |
|---|---|
| Minimum | -1125 |
| Maximum | 29224000 |
| Zeros (%) | 15.1% |
Quantile statistics
| Minimum | -1125 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 38 |
| Maximum | 29224000 |
| Range | 29225000 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 78335 |
|---|---|
| Coef of variation | 247.26 |
| Kurtosis | 133190 |
| Mean | 316.82 |
| MAD | 613.66 |
| Skewness | 359.26 |
| Sum | 46138000 |
| Variance | 6136400000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 45232 | 15.1% | |
| 1.0 | 40973 | 13.7% | |
| 2.0 | 15823 | 5.3% | |
| 3.0 | 8337 | 2.8% | |
| 4.0 | 5282 | 1.8% | |
| 5.0 | 3554 | 1.2% | |
| 6.0 | 2674 | 0.9% | |
| 7.0 | 2066 | 0.7% | |
| 8.0 | 1643 | 0.5% | |
| 9.0 | 1377 | 0.5% | |
| Other values (1266) | 18669 | 6.2% | |
| (Missing) | 154370 | 51.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1125.0 | 1 | 0.0% | |
| -636.0 | 1 | 0.0% | |
| -357.0 | 1 | 0.0% | |
| -308.0 | 1 | 0.0% | |
| -218.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 700855.0 | 1 | 0.0% | |
| 802650.0 | 1 | 0.0% | |
| 2380952.0 | 1 | 0.0% | |
| 5621499.0 | 1 | 0.0% | |
| 29223611.0 | 1 | 0.0% |
Percent_Change_in_Self_Txn
Numeric
| Distinct count | 148 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 97.1% |
| Missing (n) | 291368 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6866 |
|---|---|
| Minimum | 0 |
| Maximum | 9592 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 14 |
| Maximum | 9592 |
| Range | 9592 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 122.38 |
|---|---|
| Coef of variation | 15.921 |
| Kurtosis | 4452.4 |
| Mean | 7.6866 |
| MAD | 11.454 |
| Skewness | 60.431 |
| Sum | 66351 |
| Variance | 14977 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3538 | 1.2% | |
| 0.0 | 1854 | 0.6% | |
| 2.0 | 1232 | 0.4% | |
| 3.0 | 558 | 0.2% | |
| 4.0 | 302 | 0.1% | |
| 5.0 | 200 | 0.1% | |
| 6.0 | 110 | 0.0% | |
| 7.0 | 101 | 0.0% | |
| 8.0 | 76 | 0.0% | |
| 10.0 | 74 | 0.0% | |
| Other values (137) | 587 | 0.2% | |
| (Missing) | 291368 | 97.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1854 | 0.6% | |
| 1.0 | 3538 | 1.2% | |
| 2.0 | 1232 | 0.4% | |
| 3.0 | 558 | 0.2% | |
| 4.0 | 302 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1996.0 | 1 | 0.0% | |
| 2210.0 | 1 | 0.0% | |
| 2595.0 | 1 | 0.0% | |
| 3010.0 | 1 | 0.0% | |
| 9592.0 | 1 | 0.0% |
Query_Logged_PrevQ1
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.0% |
| Missing (n) | 297114 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.38427 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.56189 |
|---|---|
| Coef of variation | 1.4622 |
| Kurtosis | 4.8931 |
| Mean | 0.38427 |
| MAD | 0.49718 |
| Skewness | 1.5431 |
| Sum | 1109 |
| Variance | 0.31572 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1867 | 0.6% | |
| 1.0 | 946 | 0.3% | |
| 2.0 | 60 | 0.0% | |
| 3.0 | 11 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 297114 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1867 | 0.6% | |
| 1.0 | 946 | 0.3% | |
| 2.0 | 60 | 0.0% | |
| 3.0 | 11 | 0.0% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 946 | 0.3% | |
| 2.0 | 60 | 0.0% | |
| 3.0 | 11 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% |
Query_Resolved_PrevQ1
Categorical
| Distinct count | 20 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 99.7% |
| Missing (n) | 298981 |
| 0.0 | 202 |
|---|---|
| 1.0 | 177 |
| 2.0 | 156 |
| Other values (16) | 484 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0.0 | 202 | 0.1% | |
| 1.0 | 177 | 0.1% | |
| 2.0 | 156 | 0.1% | |
| 3.0 | 107 | 0.0% | |
| 4.0 | 76 | 0.0% | |
| 2 | 46 | 0.0% | |
| 0 | 46 | 0.0% | |
| 1 | 37 | 0.0% | |
| > | 34 | 0.0% | |
| 5.0 | 33 | 0.0% | |
| Other values (9) | 105 | 0.0% | |
| (Missing) | 298981 | 99.7% |
RBI_Class_Audit
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| METROPOLITAN | |
|---|---|
| URBAN | |
| SEMI-URBAN |
| Value | Count | Frequency (%) | |
| METROPOLITAN | 148044 | 49.3% | |
| URBAN | 71137 | 23.7% | |
| SEMI-URBAN | 60930 | 20.3% | |
| RURAL | 19889 | 6.6% |
RD_AMOUNT_BOOK_PrevQ1
Numeric
| Distinct count | 486 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10069 |
|---|---|
| Minimum | 0 |
| Maximum | 29400000 |
| Zeros (%) | 91.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 12000 |
| Maximum | 29400000 |
| Range | 29400000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 134810 |
|---|---|
| Coef of variation | 13.388 |
| Kurtosis | 13491 |
| Mean | 10069 |
| MAD | 18609 |
| Skewness | 87.072 |
| Sum | 3020735760 |
| Variance | 18173000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 275370 | 91.8% | |
| 12000 | 5250 | 1.8% | |
| 6000 | 4551 | 1.5% | |
| 60000 | 1874 | 0.6% | |
| 24000 | 1807 | 0.6% | |
| 120000 | 1555 | 0.5% | |
| 48000 | 745 | 0.2% | |
| 36000 | 735 | 0.2% | |
| 180000 | 584 | 0.2% | |
| 30000 | 582 | 0.2% | |
| Other values (476) | 6947 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 275370 | 91.8% | |
| 6000 | 4551 | 1.5% | |
| 6600 | 2 | 0.0% | |
| 7200 | 1 | 0.0% | |
| 9000 | 110 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13500000 | 1 | 0.0% | |
| 14400000 | 1 | 0.0% | |
| 15900000 | 1 | 0.0% | |
| 24000000 | 1 | 0.0% | |
| 29400000 | 1 | 0.0% |
RD_AMOUNT_BOOK_PrevQ2
Numeric
| Distinct count | 516 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11750 |
|---|---|
| Minimum | 0 |
| Maximum | 31500000 |
| Zeros (%) | 90.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 24000 |
| Maximum | 31500000 |
| Range | 31500000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 153260 |
|---|---|
| Coef of variation | 13.043 |
| Kurtosis | 13777 |
| Mean | 11750 |
| MAD | 21428 |
| Skewness | 89.722 |
| Sum | 3525092760 |
| Variance | 23488000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 270731 | 90.2% | |
| 12000 | 6245 | 2.1% | |
| 6000 | 5653 | 1.9% | |
| 60000 | 2174 | 0.7% | |
| 24000 | 2053 | 0.7% | |
| 120000 | 1757 | 0.6% | |
| 48000 | 823 | 0.3% | |
| 30000 | 782 | 0.3% | |
| 36000 | 751 | 0.3% | |
| 15000 | 604 | 0.2% | |
| Other values (506) | 8427 | 2.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 270731 | 90.2% | |
| 6000 | 5653 | 1.9% | |
| 6600 | 2 | 0.0% | |
| 7200 | 1 | 0.0% | |
| 9000 | 171 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14880000 | 1 | 0.0% | |
| 16800000 | 1 | 0.0% | |
| 22200000 | 1 | 0.0% | |
| 29400000 | 1 | 0.0% | |
| 31500000 | 1 | 0.0% |
RD_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 96.5% |
| Missing (n) | 289592 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 10408 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 10408 | 3.5% | |
| (Missing) | 289592 | 96.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 10408 | 3.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 10408 | 3.5% |
RD_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.6% |
| Missing (n) | 298749 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 1251 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1251 | 0.4% | |
| (Missing) | 298749 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1251 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1251 | 0.4% |
RD_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 91.8% |
| Missing (n) | 275370 |
| Y | 24630 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 24630 | 8.2% | |
| (Missing) | 275370 | 91.8% |
Recency_of_ATM_TXN
Numeric
| Distinct count | 367 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 51.2% |
| Missing (n) | 153682 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 76.025 |
|---|---|
| Minimum | 0 |
| Maximum | 365 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| Median | 32 |
| Q3 | 114 |
| 95-th percentile | 292 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range | 106 |
Descriptive statistics
| Standard deviation | 93.31 |
|---|---|
| Coef of variation | 1.2274 |
| Kurtosis | 0.95933 |
| Mean | 76.025 |
| MAD | 73.982 |
| Skewness | 1.4134 |
| Sum | 11124000 |
| Variance | 8706.8 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 7687 | 2.6% | |
| 2.0 | 5465 | 1.8% | |
| 1.0 | 5368 | 1.8% | |
| 3.0 | 4531 | 1.5% | |
| 4.0 | 3750 | 1.2% | |
| 5.0 | 3391 | 1.1% | |
| 6.0 | 3099 | 1.0% | |
| 7.0 | 2850 | 0.9% | |
| 9.0 | 2566 | 0.9% | |
| 8.0 | 2231 | 0.7% | |
| Other values (356) | 105380 | 35.1% | |
| (Missing) | 153682 | 51.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 7687 | 2.6% | |
| 1.0 | 5368 | 1.8% | |
| 2.0 | 5465 | 1.8% | |
| 3.0 | 4531 | 1.5% | |
| 4.0 | 3750 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 361.0 | 85 | 0.0% | |
| 362.0 | 88 | 0.0% | |
| 363.0 | 89 | 0.0% | |
| 364.0 | 84 | 0.0% | |
| 365.0 | 60 | 0.0% |
Recency_of_Activity
Numeric
| Distinct count | 2130 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.2% |
| Missing (n) | 477 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 69.678 |
|---|---|
| Minimum | 0 |
| Maximum | 4935 |
| Zeros (%) | 15.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 12 |
| Q3 | 44 |
| 95-th percentile | 325 |
| Maximum | 4935 |
| Range | 4935 |
| Interquartile range | 41 |
Descriptive statistics
| Standard deviation | 201.82 |
|---|---|
| Coef of variation | 2.8965 |
| Kurtosis | 65.661 |
| Mean | 69.678 |
| MAD | 91.268 |
| Skewness | 6.892 |
| Sum | 20870000 |
| Variance | 40732 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 45484 | 15.2% | |
| 3.0 | 17501 | 5.8% | |
| 4.0 | 13300 | 4.4% | |
| 5.0 | 11766 | 3.9% | |
| 1.0 | 10736 | 3.6% | |
| 6.0 | 10152 | 3.4% | |
| 2.0 | 9798 | 3.3% | |
| 7.0 | 8001 | 2.7% | |
| 9.0 | 6648 | 2.2% | |
| 11.0 | 6082 | 2.0% | |
| Other values (2119) | 160055 | 53.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 45484 | 15.2% | |
| 1.0 | 10736 | 3.6% | |
| 2.0 | 9798 | 3.3% | |
| 3.0 | 17501 | 5.8% | |
| 4.0 | 13300 | 4.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4235.0 | 1 | 0.0% | |
| 4461.0 | 1 | 0.0% | |
| 4555.0 | 1 | 0.0% | |
| 4616.0 | 1 | 0.0% | |
| 4935.0 | 1 | 0.0% |
Recency_of_BRANCH_TXN
Numeric
| Distinct count | 366 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 6.1% |
| Missing (n) | 18368 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 49.373 |
|---|---|
| Minimum | 0 |
| Maximum | 365 |
| Zeros (%) | 9.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 19 |
| Q3 | 55 |
| 95-th percentile | 229 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range | 49 |
Descriptive statistics
| Standard deviation | 73.416 |
|---|---|
| Coef of variation | 1.487 |
| Kurtosis | 4.709 |
| Mean | 49.373 |
| MAD | 51.147 |
| Skewness | 2.2531 |
| Sum | 13905000 |
| Variance | 5389.9 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 27115 | 9.0% | |
| 3.0 | 14319 | 4.8% | |
| 4.0 | 11238 | 3.7% | |
| 5.0 | 10480 | 3.5% | |
| 6.0 | 9571 | 3.2% | |
| 7.0 | 7760 | 2.6% | |
| 14.0 | 7182 | 2.4% | |
| 9.0 | 6962 | 2.3% | |
| 21.0 | 6832 | 2.3% | |
| 13.0 | 6670 | 2.2% | |
| Other values (355) | 173503 | 57.8% | |
| (Missing) | 18368 | 6.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 27115 | 9.0% | |
| 1.0 | 2386 | 0.8% | |
| 2.0 | 2513 | 0.8% | |
| 3.0 | 14319 | 4.8% | |
| 4.0 | 11238 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 361.0 | 60 | 0.0% | |
| 362.0 | 97 | 0.0% | |
| 363.0 | 82 | 0.0% | |
| 364.0 | 73 | 0.0% | |
| 365.0 | 10 | 0.0% |
Recency_of_CR_TXN
Highly correlated
This variable is highly correlated with EDU_DATE and should be ignored for analysis
| Correlation | 0.93365 |
|---|
Recency_of_DR_TXN
Numeric
| Distinct count | 368 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 7.8% |
| Missing (n) | 23252 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 41.976 |
|---|---|
| Minimum | 0 |
| Maximum | 366 |
| Zeros (%) | 12.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 12 |
| Q3 | 43 |
| 95-th percentile | 213 |
| Maximum | 366 |
| Range | 366 |
| Interquartile range | 40 |
Descriptive statistics
| Standard deviation | 70.334 |
|---|---|
| Coef of variation | 1.6756 |
| Kurtosis | 5.9502 |
| Mean | 41.976 |
| MAD | 47.307 |
| Skewness | 2.4864 |
| Sum | 11617000 |
| Variance | 4946.9 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 36775 | 12.3% | |
| 3.0 | 15367 | 5.1% | |
| 4.0 | 12213 | 4.1% | |
| 1.0 | 11859 | 4.0% | |
| 2.0 | 10950 | 3.6% | |
| 5.0 | 10825 | 3.6% | |
| 6.0 | 9058 | 3.0% | |
| 7.0 | 7387 | 2.5% | |
| 9.0 | 6042 | 2.0% | |
| 11.0 | 5546 | 1.8% | |
| Other values (357) | 150726 | 50.2% | |
| (Missing) | 23252 | 7.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 36775 | 12.3% | |
| 1.0 | 11859 | 4.0% | |
| 2.0 | 10950 | 3.6% | |
| 3.0 | 15367 | 5.1% | |
| 4.0 | 12213 | 4.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 362.0 | 67 | 0.0% | |
| 363.0 | 73 | 0.0% | |
| 364.0 | 72 | 0.0% | |
| 365.0 | 11 | 0.0% | |
| 366.0 | 2 | 0.0% |
Recency_of_IB_TXN
Numeric
| Distinct count | 368 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 45.3% |
| Missing (n) | 135988 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54.242 |
|---|---|
| Minimum | 0 |
| Maximum | 366 |
| Zeros (%) | 5.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| Median | 17 |
| Q3 | 63 |
| 95-th percentile | 256 |
| Maximum | 366 |
| Range | 366 |
| Interquartile range | 59 |
Descriptive statistics
| Standard deviation | 81.732 |
|---|---|
| Coef of variation | 1.5068 |
| Kurtosis | 3.2779 |
| Mean | 54.242 |
| MAD | 59.319 |
| Skewness | 1.9996 |
| Sum | 8896400 |
| Variance | 6680.1 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 17600 | 5.9% | |
| 3.0 | 8070 | 2.7% | |
| 2.0 | 6284 | 2.1% | |
| 4.0 | 6224 | 2.1% | |
| 1.0 | 5692 | 1.9% | |
| 5.0 | 5512 | 1.8% | |
| 6.0 | 5110 | 1.7% | |
| 7.0 | 4896 | 1.6% | |
| 11.0 | 3018 | 1.0% | |
| 10.0 | 2972 | 1.0% | |
| Other values (357) | 98634 | 32.9% | |
| (Missing) | 135988 | 45.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 17600 | 5.9% | |
| 1.0 | 5692 | 1.9% | |
| 2.0 | 6284 | 2.1% | |
| 3.0 | 8070 | 2.7% | |
| 4.0 | 6224 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 362.0 | 60 | 0.0% | |
| 363.0 | 59 | 0.0% | |
| 364.0 | 61 | 0.0% | |
| 365.0 | 27 | 0.0% | |
| 366.0 | 3 | 0.0% |
Recency_of_MB_TXN
Numeric
| Distinct count | 368 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 86.5% |
| Missing (n) | 259577 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 112.55 |
|---|---|
| Minimum | 0 |
| Maximum | 366 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 21 |
| Median | 77 |
| Q3 | 186 |
| 95-th percentile | 328 |
| Maximum | 366 |
| Range | 366 |
| Interquartile range | 165 |
Descriptive statistics
| Standard deviation | 106.01 |
|---|---|
| Coef of variation | 0.94189 |
| Kurtosis | -0.54226 |
| Mean | 112.55 |
| MAD | 89.749 |
| Skewness | 0.82485 |
| Sum | 4549400 |
| Variance | 11237 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1175 | 0.4% | |
| 3.0 | 756 | 0.3% | |
| 4.0 | 653 | 0.2% | |
| 5.0 | 611 | 0.2% | |
| 6.0 | 600 | 0.2% | |
| 2.0 | 572 | 0.2% | |
| 10.0 | 496 | 0.2% | |
| 9.0 | 484 | 0.2% | |
| 12.0 | 484 | 0.2% | |
| 11.0 | 463 | 0.2% | |
| Other values (357) | 34129 | 11.4% | |
| (Missing) | 259577 | 86.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1175 | 0.4% | |
| 1.0 | 412 | 0.1% | |
| 2.0 | 572 | 0.2% | |
| 3.0 | 756 | 0.3% | |
| 4.0 | 653 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 362.0 | 58 | 0.0% | |
| 363.0 | 60 | 0.0% | |
| 364.0 | 52 | 0.0% | |
| 365.0 | 35 | 0.0% | |
| 366.0 | 2 | 0.0% |
Recency_of_POS_TXN
Numeric
| Distinct count | 367 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 65.6% |
| Missing (n) | 196945 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 83.036 |
|---|---|
| Minimum | 0 |
| Maximum | 365 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| Median | 41 |
| Q3 | 131 |
| 95-th percentile | 296 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range | 122 |
Descriptive statistics
| Standard deviation | 95.088 |
|---|---|
| Coef of variation | 1.1451 |
| Kurtosis | 0.50196 |
| Mean | 83.036 |
| MAD | 77.041 |
| Skewness | 1.2492 |
| Sum | 8557300 |
| Variance | 9041.7 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5038 | 1.7% | |
| 1.0 | 4419 | 1.5% | |
| 2.0 | 3163 | 1.1% | |
| 3.0 | 2483 | 0.8% | |
| 5.0 | 2283 | 0.8% | |
| 4.0 | 2054 | 0.7% | |
| 6.0 | 1780 | 0.6% | |
| 8.0 | 1734 | 0.6% | |
| 9.0 | 1670 | 0.6% | |
| 7.0 | 1539 | 0.5% | |
| Other values (356) | 76892 | 25.6% | |
| (Missing) | 196945 | 65.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5038 | 1.7% | |
| 1.0 | 4419 | 1.5% | |
| 2.0 | 3163 | 1.1% | |
| 3.0 | 2483 | 0.8% | |
| 4.0 | 2054 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 361.0 | 54 | 0.0% | |
| 362.0 | 52 | 0.0% | |
| 363.0 | 51 | 0.0% | |
| 364.0 | 60 | 0.0% | |
| 365.0 | 58 | 0.0% |
Req_Logged_PrevQ1
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 99.0% |
| Missing (n) | 297114 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.69993 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.66143 |
|---|---|
| Coef of variation | 0.94499 |
| Kurtosis | 9.6739 |
| Mean | 0.69993 |
| MAD | 0.5355 |
| Skewness | 1.5465 |
| Sum | 2020 |
| Variance | 0.43748 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1597 | 0.5% | |
| 0.0 | 1104 | 0.4% | |
| 2.0 | 151 | 0.1% | |
| 3.0 | 25 | 0.0% | |
| 4.0 | 4 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| (Missing) | 297114 | 99.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1104 | 0.4% | |
| 1.0 | 1597 | 0.5% | |
| 2.0 | 151 | 0.1% | |
| 3.0 | 25 | 0.0% | |
| 4.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 25 | 0.0% | |
| 4.0 | 4 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 8.0 | 1 | 0.0% |
Req_Resolved_PrevQ1
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 99.4% |
| Missing (n) | 298218 |
| 0.0 | 470 |
|---|---|
| 1.0 | 274 |
| 2.0 | 255 |
| Other values (17) | 783 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0.0 | 470 | 0.2% | |
| 1.0 | 274 | 0.1% | |
| 2.0 | 255 | 0.1% | |
| 3.0 | 249 | 0.1% | |
| 4.0 | 204 | 0.1% | |
| 5.0 | 127 | 0.0% | |
| 6.0 | 55 | 0.0% | |
| 0 | 26 | 0.0% | |
| 2 | 24 | 0.0% | |
| 1 | 17 | 0.0% | |
| Other values (10) | 81 | 0.0% | |
| (Missing) | 298218 | 99.4% |
SEC_ACC_CLOSED_PREV1YR
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.2% |
| Missing (n) | 297601 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 2399 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2399 | 0.8% | |
| (Missing) | 297601 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 2399 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 2399 | 0.8% |
SEC_ACC_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 81.1% |
| Missing (n) | 243394 |
| Y | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 56606 | 18.9% | |
| (Missing) | 243394 | 81.1% |
TL_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 200.0% |
| Missing (%) | 100.0% |
| Missing (n) | 299999 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | |
|---|---|
| Coef of variation | |
| Kurtosis | |
| Mean | 1 |
| MAD | 0 |
| Skewness | |
| Sum | 1 |
| Variance | |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1 | 0.0% | |
| (Missing) | 299999 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1 | 0.0% |
TL_DATE
Highly correlated
This variable is highly correlated with count_No_of_MF_PrevQ1 and should be ignored for analysis
| Correlation | 0.9759 |
|---|
TL_PREM_CLOSED_PREVQ1
Constant
This variable is constant and should be ignored for analysis
| Constant value |
|---|
TL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 100.0% |
| Missing (n) | 299955 |
| Y | 45 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 45 | 0.0% | |
| (Missing) | 299955 | 100.0% |
TWL_Closed_PrevQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 100.0% |
| Missing (n) | 299879 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 121 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 121 | 0.0% | |
| (Missing) | 299879 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 121 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 121 | 0.0% |
TWL_DATE
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.6% |
| Missing (n) | 298738 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7242 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.44707 |
|---|---|
| Coef of variation | 0.25928 |
| Kurtosis | -0.99199 |
| Mean | 1.7242 |
| MAD | 0.39943 |
| Skewness | -1.0048 |
| Sum | 2176 |
| Variance | 0.19987 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 2.0 | 914 | 0.3% | |
| 1.0 | 348 | 0.1% | |
| (Missing) | 298738 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 348 | 0.1% | |
| 2.0 | 914 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 348 | 0.1% | |
| 2.0 | 914 | 0.3% |
TWL_PREM_CLOSED_PREVQ1
Numeric
| Distinct count | 2 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 100.0% |
| Missing (n) | 299982 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1 |
|---|---|
| Minimum | 1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coef of variation | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| MAD | 0 |
| Skewness | 0 |
| Sum | 18 |
| Variance | 0 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 18 | 0.0% | |
| (Missing) | 299982 | 100.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 18 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 18 | 0.0% |
TWL_TAG_LIVE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.6% |
| Missing (n) | 298738 |
| Y | 1262 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 1262 | 0.4% | |
| (Missing) | 298738 | 99.6% |
Total_Invest_in_MF_PrevQ1
Numeric
| Distinct count | 10786 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 209720 |
|---|---|
| Minimum | 0 |
| Maximum | 1927300000 |
| Zeros (%) | 90.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 55082 |
| Maximum | 1927300000 |
| Range | 1927300000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 7119700 |
|---|---|
| Coef of variation | 33.948 |
| Kurtosis | 24187 |
| Mean | 209720 |
| MAD | 400930 |
| Skewness | 125.32 |
| Sum | 62917000000 |
| Variance | 50691000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 272500 | 90.8% | |
| 10000.0 | 630 | 0.2% | |
| 1000.0 | 574 | 0.2% | |
| 2000.0 | 473 | 0.2% | |
| 20000.0 | 464 | 0.2% | |
| 50000.0 | 452 | 0.2% | |
| 100000.0 | 450 | 0.1% | |
| 5000.0 | 388 | 0.1% | |
| 25000.0 | 343 | 0.1% | |
| 30000.0 | 324 | 0.1% | |
| Other values (10776) | 23402 | 7.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 272500 | 90.8% | |
| 0.03 | 1 | 0.0% | |
| 0.21 | 1 | 0.0% | |
| 0.63 | 2 | 0.0% | |
| 1.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 745174981.9 | 1 | 0.0% | |
| 877641552.4 | 1 | 0.0% | |
| 1020411568.0 | 1 | 0.0% | |
| 1103000000.0 | 1 | 0.0% | |
| 1927301670.0 | 1 | 0.0% |
Total_Invest_in_MF_PrevQ2
Highly correlated
This variable is highly correlated with Total_Invest_in_MF_PrevQ1 and should be ignored for analysis
| Correlation | 0.99776 |
|---|
age
Numeric
| Distinct count | 90 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 48.349 |
|---|---|
| Minimum | 1 |
| Maximum | 90 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 36 |
| Median | 46 |
| Q3 | 60 |
| 95-th percentile | 82 |
| Maximum | 90 |
| Range | 89 |
| Interquartile range | 24 |
Descriptive statistics
| Standard deviation | 17.915 |
|---|---|
| Coef of variation | 0.37054 |
| Kurtosis | -0.17213 |
| Mean | 48.349 |
| MAD | 14.446 |
| Skewness | 0.32209 |
| Sum | 14504592 |
| Variance | 320.94 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 90 | 11096 | 3.7% | |
| 41 | 7362 | 2.5% | |
| 40 | 7357 | 2.5% | |
| 42 | 7282 | 2.4% | |
| 36 | 7173 | 2.4% | |
| 43 | 7126 | 2.4% | |
| 44 | 7096 | 2.4% | |
| 38 | 7080 | 2.4% | |
| 39 | 6993 | 2.3% | |
| 37 | 6919 | 2.3% | |
| Other values (80) | 224516 | 74.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 52 | 0.0% | |
| 2 | 217 | 0.1% | |
| 3 | 314 | 0.1% | |
| 4 | 377 | 0.1% | |
| 5 | 481 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 86 | 522 | 0.2% | |
| 87 | 388 | 0.1% | |
| 88 | 329 | 0.1% | |
| 89 | 232 | 0.1% | |
| 90 | 11096 | 3.7% |
brn_code
Numeric
| Distinct count | 4063 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 929.48 |
|---|---|
| Minimum | 1 |
| Maximum | 9011 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 179 |
| Median | 572 |
| Q3 | 1441 |
| 95-th percentile | 2820 |
| Maximum | 9011 |
| Range | 9010 |
| Interquartile range | 1262 |
Descriptive statistics
| Standard deviation | 942.12 |
|---|---|
| Coef of variation | 1.0136 |
| Kurtosis | 1.1402 |
| Mean | 929.48 |
| MAD | 762.51 |
| Skewness | 1.2652 |
| Sum | 278843537 |
| Variance | 887590 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 19 | 1735 | 0.6% | |
| 60 | 1388 | 0.5% | |
| 6 | 1314 | 0.4% | |
| 16 | 1174 | 0.4% | |
| 8 | 1039 | 0.3% | |
| 13 | 1019 | 0.3% | |
| 47 | 962 | 0.3% | |
| 15 | 939 | 0.3% | |
| 33 | 927 | 0.3% | |
| 3 | 910 | 0.3% | |
| Other values (4053) | 288593 | 96.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 816 | 0.3% | |
| 2 | 838 | 0.3% | |
| 3 | 910 | 0.3% | |
| 4 | 518 | 0.2% | |
| 5 | 750 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4809 | 2 | 0.0% | |
| 4824 | 1 | 0.0% | |
| 4854 | 1 | 0.0% | |
| 4898 | 1 | 0.0% | |
| 9011 | 2 | 0.0% |
city
Categorical
| Distinct count | 4172 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 1.9% |
| Missing (n) | 5701 |
| MUMBAI | 36684 |
|---|---|
| NEW DELHI | 20396 |
| DELHI | 14391 |
| Other values (4168) |
| Value | Count | Frequency (%) | |
| MUMBAI | 36684 | 12.2% | |
| NEW DELHI | 20396 | 6.8% | |
| DELHI | 14391 | 4.8% | |
| BANGALORE | 13279 | 4.4% | |
| KOLKATA | 12012 | 4.0% | |
| CHENNAI | 10025 | 3.3% | |
| HYDERABAD | 8741 | 2.9% | |
| PUNE | 8574 | 2.9% | |
| AHMEDABAD | 7101 | 2.4% | |
| GURGAON | 6815 | 2.3% | |
| Other values (4161) | 156281 | 52.1% | |
| (Missing) | 5701 | 1.9% |
count_C_prev1
Numeric
| Distinct count | 107 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1554 |
|---|---|
| Minimum | 0 |
| Maximum | 2151 |
| Zeros (%) | 56.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 2151 |
| Range | 2151 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 6.7279 |
|---|---|
| Coef of variation | 5.8228 |
| Kurtosis | 55821 |
| Mean | 1.1554 |
| MAD | 1.3611 |
| Skewness | 206.79 |
| Sum | 346630 |
| Variance | 45.264 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 168677 | 56.2% | |
| 1 | 59662 | 19.9% | |
| 2 | 30591 | 10.2% | |
| 3 | 15719 | 5.2% | |
| 4 | 9253 | 3.1% | |
| 5 | 5178 | 1.7% | |
| 6 | 3368 | 1.1% | |
| 7 | 2053 | 0.7% | |
| 8 | 1390 | 0.5% | |
| 9 | 897 | 0.3% | |
| Other values (97) | 3212 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 168677 | 56.2% | |
| 1 | 59662 | 19.9% | |
| 2 | 30591 | 10.2% | |
| 3 | 15719 | 5.2% | |
| 4 | 9253 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 525 | 1 | 0.0% | |
| 915 | 1 | 0.0% | |
| 1391 | 1 | 0.0% | |
| 1697 | 1 | 0.0% | |
| 2151 | 1 | 0.0% |
count_C_prev2
Numeric
| Distinct count | 114 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2089 |
|---|---|
| Minimum | 0 |
| Maximum | 4921 |
| Zeros (%) | 54.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 4921 |
| Range | 4921 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 10.045 |
|---|---|
| Coef of variation | 8.3093 |
| Kurtosis | 192610 |
| Mean | 1.2089 |
| MAD | 1.4129 |
| Skewness | 401.57 |
| Sum | 362668 |
| Variance | 100.9 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 164768 | 54.9% | |
| 1 | 61026 | 20.3% | |
| 2 | 31271 | 10.4% | |
| 3 | 16077 | 5.4% | |
| 4 | 9522 | 3.2% | |
| 5 | 5534 | 1.8% | |
| 6 | 3679 | 1.2% | |
| 7 | 2240 | 0.7% | |
| 8 | 1489 | 0.5% | |
| 9 | 1007 | 0.3% | |
| Other values (104) | 3387 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 164768 | 54.9% | |
| 1 | 61026 | 20.3% | |
| 2 | 31271 | 10.4% | |
| 3 | 16077 | 5.4% | |
| 4 | 9522 | 3.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 652 | 1 | 0.0% | |
| 737 | 1 | 0.0% | |
| 800 | 1 | 0.0% | |
| 1075 | 1 | 0.0% | |
| 4921 | 1 | 0.0% |
count_C_prev3
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Cnt_prev2 and should be ignored for analysis
| Correlation | 0.9377 |
|---|
count_C_prev4
Highly correlated
This variable is highly correlated with BRN_CASH_Dep_Cnt_prev3 and should be ignored for analysis
| Correlation | 0.98917 |
|---|
count_C_prev5
Numeric
| Distinct count | 110 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2154 |
|---|---|
| Minimum | 0 |
| Maximum | 1432 |
| Zeros (%) | 54.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 1432 |
| Range | 1432 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 5.4955 |
|---|---|
| Coef of variation | 4.5214 |
| Kurtosis | 35866 |
| Mean | 1.2154 |
| MAD | 1.4202 |
| Skewness | 156.82 |
| Sum | 364627 |
| Variance | 30.2 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 164506 | 54.8% | |
| 1 | 60762 | 20.3% | |
| 2 | 31185 | 10.4% | |
| 3 | 16268 | 5.4% | |
| 4 | 9593 | 3.2% | |
| 5 | 5538 | 1.8% | |
| 6 | 3645 | 1.2% | |
| 7 | 2226 | 0.7% | |
| 8 | 1636 | 0.5% | |
| 9 | 1070 | 0.4% | |
| Other values (100) | 3571 | 1.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 164506 | 54.8% | |
| 1 | 60762 | 20.3% | |
| 2 | 31185 | 10.4% | |
| 3 | 16268 | 5.4% | |
| 4 | 9593 | 3.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 598 | 1 | 0.0% | |
| 770 | 1 | 0.0% | |
| 991 | 1 | 0.0% | |
| 1423 | 1 | 0.0% | |
| 1432 | 1 | 0.0% |
count_C_prev6
Numeric
| Distinct count | 114 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1767 |
|---|---|
| Minimum | 0 |
| Maximum | 1976 |
| Zeros (%) | 55.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 1976 |
| Range | 1976 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 5.8651 |
|---|---|
| Coef of variation | 4.9846 |
| Kurtosis | 62373 |
| Mean | 1.1767 |
| MAD | 1.3708 |
| Skewness | 213.71 |
| Sum | 352996 |
| Variance | 34.399 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 165464 | 55.2% | |
| 1 | 61891 | 20.6% | |
| 2 | 31010 | 10.3% | |
| 3 | 15623 | 5.2% | |
| 4 | 9251 | 3.1% | |
| 5 | 5311 | 1.8% | |
| 6 | 3443 | 1.1% | |
| 7 | 2119 | 0.7% | |
| 8 | 1552 | 0.5% | |
| 9 | 961 | 0.3% | |
| Other values (104) | 3375 | 1.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 165464 | 55.2% | |
| 1 | 61891 | 20.6% | |
| 2 | 31010 | 10.3% | |
| 3 | 15623 | 5.2% | |
| 4 | 9251 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 275 | 1 | 0.0% | |
| 699 | 1 | 0.0% | |
| 1031 | 1 | 0.0% | |
| 1535 | 1 | 0.0% | |
| 1976 | 1 | 0.0% |
count_D_prev1
Numeric
| Distinct count | 200 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.2437 |
|---|---|
| Minimum | 0 |
| Maximum | 3641 |
| Zeros (%) | 36.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 6 |
| 95-th percentile | 23 |
| Maximum | 3641 |
| Range | 3641 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 12.121 |
|---|---|
| Coef of variation | 2.3116 |
| Kurtosis | 27077 |
| Mean | 5.2437 |
| MAD | 5.9463 |
| Skewness | 94.353 |
| Sum | 1573107 |
| Variance | 146.92 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 110449 | 36.8% | |
| 1 | 39451 | 13.2% | |
| 2 | 26042 | 8.7% | |
| 3 | 17995 | 6.0% | |
| 4 | 14332 | 4.8% | |
| 5 | 11035 | 3.7% | |
| 6 | 9389 | 3.1% | |
| 7 | 7818 | 2.6% | |
| 8 | 6631 | 2.2% | |
| 9 | 5837 | 1.9% | |
| Other values (190) | 51021 | 17.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 110449 | 36.8% | |
| 1 | 39451 | 13.2% | |
| 2 | 26042 | 8.7% | |
| 3 | 17995 | 6.0% | |
| 4 | 14332 | 4.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 426 | 1 | 0.0% | |
| 501 | 1 | 0.0% | |
| 614 | 1 | 0.0% | |
| 653 | 1 | 0.0% | |
| 3641 | 1 | 0.0% |
count_D_prev2
Numeric
| Distinct count | 204 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.5371 |
|---|---|
| Minimum | 0 |
| Maximum | 4337 |
| Zeros (%) | 36.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 6 |
| 95-th percentile | 24 |
| Maximum | 4337 |
| Range | 4337 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 13.614 |
|---|---|
| Coef of variation | 2.4587 |
| Kurtosis | 34765 |
| Mean | 5.5371 |
| MAD | 6.2883 |
| Skewness | 116.47 |
| Sum | 1661117 |
| Variance | 185.35 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 109514 | 36.5% | |
| 1 | 38656 | 12.9% | |
| 2 | 25159 | 8.4% | |
| 3 | 17676 | 5.9% | |
| 4 | 14073 | 4.7% | |
| 5 | 11192 | 3.7% | |
| 6 | 9353 | 3.1% | |
| 7 | 7736 | 2.6% | |
| 8 | 6681 | 2.2% | |
| 9 | 5819 | 1.9% | |
| Other values (194) | 54141 | 18.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 109514 | 36.5% | |
| 1 | 38656 | 12.9% | |
| 2 | 25159 | 8.4% | |
| 3 | 17676 | 5.9% | |
| 4 | 14073 | 4.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 425 | 1 | 0.0% | |
| 944 | 1 | 0.0% | |
| 1257 | 1 | 0.0% | |
| 1295 | 1 | 0.0% | |
| 4337 | 1 | 0.0% |
count_D_prev3
Numeric
| Distinct count | 214 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.6057 |
|---|---|
| Minimum | 0 |
| Maximum | 6969 |
| Zeros (%) | 37.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 6 |
| 95-th percentile | 25 |
| Maximum | 6969 |
| Range | 6969 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 18.454 |
|---|---|
| Coef of variation | 3.2921 |
| Kurtosis | 72124 |
| Mean | 5.6057 |
| MAD | 6.4145 |
| Skewness | 208.94 |
| Sum | 1681721 |
| Variance | 340.57 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 111317 | 37.1% | |
| 1 | 37758 | 12.6% | |
| 2 | 24893 | 8.3% | |
| 3 | 17397 | 5.8% | |
| 4 | 14051 | 4.7% | |
| 5 | 10907 | 3.6% | |
| 6 | 9196 | 3.1% | |
| 7 | 7843 | 2.6% | |
| 8 | 6637 | 2.2% | |
| 9 | 5760 | 1.9% | |
| Other values (204) | 54241 | 18.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 111317 | 37.1% | |
| 1 | 37758 | 12.6% | |
| 2 | 24893 | 8.3% | |
| 3 | 17397 | 5.8% | |
| 4 | 14051 | 4.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 662 | 1 | 0.0% | |
| 1173 | 1 | 0.0% | |
| 2799 | 1 | 0.0% | |
| 3129 | 1 | 0.0% | |
| 6969 | 1 | 0.0% |
count_D_prev4
Highly correlated
This variable is highly correlated with custinit_DR_cnt_prev3 and should be ignored for analysis
| Correlation | 0.90913 |
|---|
count_D_prev5
Numeric
| Distinct count | 221 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.4334 |
|---|---|
| Minimum | 0 |
| Maximum | 14654 |
| Zeros (%) | 38.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 6 |
| 95-th percentile | 24 |
| Maximum | 14654 |
| Range | 14654 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 29.797 |
|---|---|
| Coef of variation | 5.484 |
| Kurtosis | 195480 |
| Mean | 5.4334 |
| MAD | 6.279 |
| Skewness | 403.28 |
| Sum | 1630031 |
| Variance | 887.86 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0 | 114236 | 38.1% | |
| 1 | 38024 | 12.7% | |
| 2 | 25069 | 8.4% | |
| 3 | 17317 | 5.8% | |
| 4 | 13765 | 4.6% | |
| 5 | 10698 | 3.6% | |
| 6 | 9014 | 3.0% | |
| 7 | 7583 | 2.5% | |
| 8 | 6588 | 2.2% | |
| 9 | 5649 | 1.9% | |
| Other values (211) | 52057 | 17.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 114236 | 38.1% | |
| 1 | 38024 | 12.7% | |
| 2 | 25069 | 8.4% | |
| 3 | 17317 | 5.8% | |
| 4 | 13765 | 4.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 577 | 1 | 0.0% | |
| 789 | 1 | 0.0% | |
| 1950 | 1 | 0.0% | |
| 3609 | 1 | 0.0% | |
| 14654 | 1 | 0.0% |
count_D_prev6
Highly correlated
This variable is highly correlated with custinit_DR_cnt_prev5 and should be ignored for analysis
| Correlation | 0.95252 |
|---|
count_No_of_MF_PrevQ1
Numeric
| Distinct count | 445 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 90.8% |
| Missing (n) | 272500 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 30.742 |
|---|---|
| Minimum | 1 |
| Maximum | 3572 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| Median | 11 |
| Q3 | 34 |
| 95-th percentile | 127 |
| Maximum | 3572 |
| Range | 3571 |
| Interquartile range | 31 |
Descriptive statistics
| Standard deviation | 60.127 |
|---|---|
| Coef of variation | 1.9558 |
| Kurtosis | 465.49 |
| Mean | 30.742 |
| MAD | 32.337 |
| Skewness | 11.435 |
| Sum | 845410 |
| Variance | 3615.3 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4049 | 1.3% | |
| 2.0 | 2394 | 0.8% | |
| 4.0 | 1341 | 0.4% | |
| 3.0 | 1337 | 0.4% | |
| 5.0 | 1006 | 0.3% | |
| 6.0 | 838 | 0.3% | |
| 7.0 | 745 | 0.2% | |
| 9.0 | 719 | 0.2% | |
| 8.0 | 674 | 0.2% | |
| 18.0 | 628 | 0.2% | |
| Other values (434) | 13769 | 4.6% | |
| (Missing) | 272500 | 90.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 4049 | 1.3% | |
| 2.0 | 2394 | 0.8% | |
| 3.0 | 1337 | 0.4% | |
| 4.0 | 1341 | 0.4% | |
| 5.0 | 1006 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 800.0 | 1 | 0.0% | |
| 806.0 | 1 | 0.0% | |
| 846.0 | 1 | 0.0% | |
| 952.0 | 1 | 0.0% | |
| 3572.0 | 1 | 0.0% |
count_No_of_MF_PrevQ2
Highly correlated
This variable is highly correlated with count_No_of_MF_PrevQ1 and should be ignored for analysis
| Correlation | 0.99324 |
|---|
custinit_CR_amt_prev1
Numeric
| Distinct count | 25231 |
|---|---|
| Unique (%) | 29.8% |
| Missing (%) | 71.8% |
| Missing (n) | 215340 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 263840 |
|---|---|
| Minimum | 0 |
| Maximum | 114690000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3819 |
| Q1 | 21691 |
| Median | 55500 |
| Q3 | 172000 |
| 95-th percentile | 926050 |
| Maximum | 114690000 |
| Range | 114690000 |
| Interquartile range | 150310 |
Descriptive statistics
| Standard deviation | 1458400 |
|---|---|
| Coef of variation | 5.5277 |
| Kurtosis | 2150.2 |
| Mean | 263840 |
| MAD | 329080 |
| Skewness | 37.484 |
| Sum | 22336000000 |
| Variance | 2126900000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 50000.0 | 2374 | 0.8% | |
| 100000.0 | 2370 | 0.8% | |
| 20000.0 | 2115 | 0.7% | |
| 10000.0 | 2034 | 0.7% | |
| 40000.0 | 1637 | 0.5% | |
| 30000.0 | 1612 | 0.5% | |
| 25000.0 | 1584 | 0.5% | |
| 200000.0 | 1371 | 0.5% | |
| 15000.0 | 1350 | 0.4% | |
| 45000.0 | 1190 | 0.4% | |
| Other values (25220) | 67023 | 22.3% | |
| (Missing) | 215340 | 71.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 30 | 0.0% | |
| 0.25 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% | |
| 1.35 | 1 | 0.0% | |
| 2.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 90283788.0 | 1 | 0.0% | |
| 103000000.0 | 1 | 0.0% | |
| 109721817.2 | 1 | 0.0% | |
| 110124116.0 | 1 | 0.0% | |
| 114686960.0 | 1 | 0.0% |
custinit_CR_amt_prev2
Numeric
| Distinct count | 25925 |
|---|---|
| Unique (%) | 29.7% |
| Missing (%) | 70.9% |
| Missing (n) | 212630 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 268800 |
|---|---|
| Minimum | 0 |
| Maximum | 215470000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4000 |
| Q1 | 22750 |
| Median | 58700 |
| Q3 | 183000 |
| 95-th percentile | 911650 |
| Maximum | 215470000 |
| Range | 215470000 |
| Interquartile range | 160250 |
Descriptive statistics
| Standard deviation | 1752000 |
|---|---|
| Coef of variation | 6.5178 |
| Kurtosis | 5694.8 |
| Mean | 268800 |
| MAD | 332590 |
| Skewness | 60.596 |
| Sum | 23485000000 |
| Variance | 3069600000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 100000.0 | 2589 | 0.9% | |
| 50000.0 | 2396 | 0.8% | |
| 20000.0 | 2085 | 0.7% | |
| 10000.0 | 1996 | 0.7% | |
| 30000.0 | 1704 | 0.6% | |
| 40000.0 | 1663 | 0.6% | |
| 25000.0 | 1603 | 0.5% | |
| 200000.0 | 1541 | 0.5% | |
| 15000.0 | 1309 | 0.4% | |
| 45000.0 | 1295 | 0.4% | |
| Other values (25914) | 69189 | 23.1% | |
| (Missing) | 212630 | 70.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 25 | 0.0% | |
| 0.87 | 1 | 0.0% | |
| 1.0 | 6 | 0.0% | |
| 1.11 | 1 | 0.0% | |
| 1.32 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 108757886.0 | 1 | 0.0% | |
| 112970189.0 | 1 | 0.0% | |
| 144370000.0 | 1 | 0.0% | |
| 197374473.0 | 1 | 0.0% | |
| 215465821.0 | 1 | 0.0% |
custinit_CR_amt_prev3
Numeric
| Distinct count | 26820 |
|---|---|
| Unique (%) | 29.9% |
| Missing (%) | 70.1% |
| Missing (n) | 210311 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 274720 |
|---|---|
| Minimum | 0 |
| Maximum | 300000000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3400 |
| Q1 | 23000 |
| Median | 60000 |
| Q3 | 180000 |
| 95-th percentile | 904110 |
| Maximum | 300000000 |
| Range | 300000000 |
| Interquartile range | 157000 |
Descriptive statistics
| Standard deviation | 2008000 |
|---|---|
| Coef of variation | 7.3092 |
| Kurtosis | 7211.1 |
| Mean | 274720 |
| MAD | 342490 |
| Skewness | 66.924 |
| Sum | 24639000000 |
| Variance | 4032000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 100000.0 | 2793 | 0.9% | |
| 50000.0 | 2454 | 0.8% | |
| 20000.0 | 2086 | 0.7% | |
| 10000.0 | 1998 | 0.7% | |
| 40000.0 | 1782 | 0.6% | |
| 30000.0 | 1626 | 0.5% | |
| 25000.0 | 1620 | 0.5% | |
| 200000.0 | 1556 | 0.5% | |
| 15000.0 | 1363 | 0.5% | |
| 45000.0 | 1312 | 0.4% | |
| Other values (26809) | 71099 | 23.7% | |
| (Missing) | 210311 | 70.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 24 | 0.0% | |
| 0.2 | 1 | 0.0% | |
| 0.5 | 1 | 0.0% | |
| 0.55 | 1 | 0.0% | |
| 0.9 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 135879704.0 | 1 | 0.0% | |
| 137868515.0 | 1 | 0.0% | |
| 138601626.0 | 1 | 0.0% | |
| 158915000.0 | 1 | 0.0% | |
| 300000000.0 | 1 | 0.0% |
custinit_CR_amt_prev4
Numeric
| Distinct count | 25427 |
|---|---|
| Unique (%) | 29.6% |
| Missing (%) | 71.4% |
| Missing (n) | 214102 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 234580 |
|---|---|
| Minimum | 0 |
| Maximum | 130000000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2501.6 |
| Q1 | 20000 |
| Median | 50700 |
| Q3 | 150000 |
| 95-th percentile | 739360 |
| Maximum | 130000000 |
| Range | 130000000 |
| Interquartile range | 130000 |
Descriptive statistics
| Standard deviation | 1559500 |
|---|---|
| Coef of variation | 6.6479 |
| Kurtosis | 2588.5 |
| Mean | 234580 |
| MAD | 290760 |
| Skewness | 42.678 |
| Sum | 20150000000 |
| Variance | 2432000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 100000.0 | 2574 | 0.9% | |
| 50000.0 | 2354 | 0.8% | |
| 20000.0 | 2189 | 0.7% | |
| 10000.0 | 2063 | 0.7% | |
| 30000.0 | 1717 | 0.6% | |
| 40000.0 | 1695 | 0.6% | |
| 25000.0 | 1609 | 0.5% | |
| 200000.0 | 1388 | 0.5% | |
| 15000.0 | 1350 | 0.4% | |
| 45000.0 | 1302 | 0.4% | |
| Other values (25416) | 67657 | 22.6% | |
| (Missing) | 214102 | 71.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 24 | 0.0% | |
| 0.48 | 1 | 0.0% | |
| 0.6 | 1 | 0.0% | |
| 0.89 | 1 | 0.0% | |
| 1.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 95122326.0 | 1 | 0.0% | |
| 98931814.0 | 1 | 0.0% | |
| 120000000.0 | 1 | 0.0% | |
| 126794000.0 | 1 | 0.0% | |
| 130000000.0 | 1 | 0.0% |
custinit_CR_amt_prev5
Numeric
| Distinct count | 27078 |
|---|---|
| Unique (%) | 30.3% |
| Missing (%) | 70.2% |
| Missing (n) | 210710 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 249150 |
|---|---|
| Minimum | 0 |
| Maximum | 167500000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2448.4 |
| Q1 | 20000 |
| Median | 50007 |
| Q3 | 150080 |
| 95-th percentile | 800000 |
| Maximum | 167500000 |
| Range | 167500000 |
| Interquartile range | 130080 |
Descriptive statistics
| Standard deviation | 1703100 |
|---|---|
| Coef of variation | 6.8357 |
| Kurtosis | 2917.6 |
| Mean | 249150 |
| MAD | 314270 |
| Skewness | 45.212 |
| Sum | 22247000000 |
| Variance | 2900700000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 100000.0 | 2559 | 0.9% | |
| 50000.0 | 2480 | 0.8% | |
| 20000.0 | 2274 | 0.8% | |
| 10000.0 | 2116 | 0.7% | |
| 30000.0 | 1757 | 0.6% | |
| 40000.0 | 1652 | 0.6% | |
| 25000.0 | 1640 | 0.5% | |
| 15000.0 | 1396 | 0.5% | |
| 200000.0 | 1390 | 0.5% | |
| 45000.0 | 1303 | 0.4% | |
| Other values (27067) | 70723 | 23.6% | |
| (Missing) | 210710 | 70.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 20 | 0.0% | |
| 0.04 | 1 | 0.0% | |
| 0.14 | 1 | 0.0% | |
| 0.25 | 1 | 0.0% | |
| 0.5 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 109799492.8 | 1 | 0.0% | |
| 110376408.0 | 1 | 0.0% | |
| 122051864.0 | 1 | 0.0% | |
| 127984918.0 | 1 | 0.0% | |
| 167498665.0 | 1 | 0.0% |
custinit_CR_amt_prev6
Numeric
| Distinct count | 25662 |
|---|---|
| Unique (%) | 29.0% |
| Missing (%) | 70.5% |
| Missing (n) | 211491 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 238340 |
|---|---|
| Minimum | 0 |
| Maximum | 250000000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2250 |
| Q1 | 20000 |
| Median | 50000 |
| Q3 | 150000 |
| 95-th percentile | 768730 |
| Maximum | 250000000 |
| Range | 250000000 |
| Interquartile range | 130000 |
Descriptive statistics
| Standard deviation | 1656800 |
|---|---|
| Coef of variation | 6.9515 |
| Kurtosis | 7152.4 |
| Mean | 238340 |
| MAD | 299990 |
| Skewness | 64.072 |
| Sum | 21095000000 |
| Variance | 2745100000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 50000.0 | 2516 | 0.8% | |
| 100000.0 | 2439 | 0.8% | |
| 20000.0 | 2324 | 0.8% | |
| 10000.0 | 2319 | 0.8% | |
| 30000.0 | 1810 | 0.6% | |
| 40000.0 | 1773 | 0.6% | |
| 25000.0 | 1739 | 0.6% | |
| 200000.0 | 1497 | 0.5% | |
| 15000.0 | 1454 | 0.5% | |
| 45000.0 | 1243 | 0.4% | |
| Other values (25651) | 69395 | 23.1% | |
| (Missing) | 211491 | 70.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 23 | 0.0% | |
| 1.69 | 1 | 0.0% | |
| 2.0 | 4 | 0.0% | |
| 2.19 | 1 | 0.0% | |
| 2.26 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 83757892.0 | 1 | 0.0% | |
| 100000000.0 | 1 | 0.0% | |
| 106512559.0 | 1 | 0.0% | |
| 134963238.0 | 1 | 0.0% | |
| 250000000.0 | 1 | 0.0% |
custinit_CR_cnt_prev1
Highly correlated
This variable is highly correlated with COUNT_BRANCH_C_prev1 and should be ignored for analysis
| Correlation | 0.90176 |
|---|
custinit_CR_cnt_prev2
Highly correlated
This variable is highly correlated with COUNT_BRANCH_D_prev2 and should be ignored for analysis
| Correlation | 0.92149 |
|---|
custinit_CR_cnt_prev3
Highly correlated
This variable is highly correlated with COUNT_BRANCH_C_prev3 and should be ignored for analysis
| Correlation | 0.99328 |
|---|
custinit_CR_cnt_prev4
Highly correlated
This variable is highly correlated with COUNT_BRANCH_C_prev4 and should be ignored for analysis
| Correlation | 0.99819 |
|---|
custinit_CR_cnt_prev5
Highly correlated
This variable is highly correlated with COUNT_BRANCH_C_prev5 and should be ignored for analysis
| Correlation | 0.96464 |
|---|
custinit_CR_cnt_prev6
Highly correlated
This variable is highly correlated with COUNT_BRANCH_C_prev6 and should be ignored for analysis
| Correlation | 0.9767 |
|---|
custinit_DR_amt_prev1
Highly correlated
This variable is highly correlated with BRANCH_D_prev1 and should be ignored for analysis
| Correlation | 0.92153 |
|---|
custinit_DR_amt_prev2
Highly correlated
This variable is highly correlated with BRANCH_D_prev2 and should be ignored for analysis
| Correlation | 0.96913 |
|---|
custinit_DR_amt_prev3
Highly correlated
This variable is highly correlated with BRANCH_D_prev3 and should be ignored for analysis
| Correlation | 0.93789 |
|---|
custinit_DR_amt_prev4
Highly correlated
This variable is highly correlated with BRANCH_D_prev4 and should be ignored for analysis
| Correlation | 0.95449 |
|---|
custinit_DR_amt_prev5
Numeric
| Distinct count | 88694 |
|---|---|
| Unique (%) | 49.1% |
| Missing (%) | 39.8% |
| Missing (n) | 119421 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 337520 |
|---|---|
| Minimum | 0 |
| Maximum | 1117000000 |
| Zeros (%) | 7.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6673.5 |
| Median | 37930 |
| Q3 | 150000 |
| 95-th percentile | 1071500 |
| Maximum | 1117000000 |
| Range | 1117000000 |
| Interquartile range | 143330 |
Descriptive statistics
| Standard deviation | 4651700 |
|---|---|
| Coef of variation | 13.782 |
| Kurtosis | 22537 |
| Mean | 337520 |
| MAD | 479780 |
| Skewness | 122.71 |
| Sum | 60949000000 |
| Variance | 21638000000000 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 22537 | 7.5% | |
| 10000.0 | 3101 | 1.0% | |
| 20000.0 | 2465 | 0.8% | |
| 100000.0 | 2241 | 0.7% | |
| 50000.0 | 2056 | 0.7% | |
| 5000.0 | 1942 | 0.6% | |
| 25000.0 | 1424 | 0.5% | |
| 15000.0 | 1393 | 0.5% | |
| 200000.0 | 1355 | 0.5% | |
| 30000.0 | 1355 | 0.5% | |
| Other values (88683) | 140710 | 46.9% | |
| (Missing) | 119421 | 39.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 22537 | 7.5% | |
| 1.0 | 17 | 0.0% | |
| 2.0 | 2 | 0.0% | |
| 2.6 | 1 | 0.0% | |
| 3.61 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 477015340.0 | 1 | 0.0% | |
| 503352531.0 | 1 | 0.0% | |
| 517921814.0 | 1 | 0.0% | |
| 527178064.0 | 1 | 0.0% | |
| 1117018085.0 | 1 | 0.0% |
custinit_DR_amt_prev6
Highly correlated
This variable is highly correlated with BRANCH_D_prev6 and should be ignored for analysis
| Correlation | 0.9201 |
|---|
custinit_DR_cnt_prev1
Highly correlated
This variable is highly correlated with count_D_prev1 and should be ignored for analysis
| Correlation | 0.98768 |
|---|
custinit_DR_cnt_prev2
Highly correlated
This variable is highly correlated with count_D_prev2 and should be ignored for analysis
| Correlation | 0.99037 |
|---|
custinit_DR_cnt_prev3
Highly correlated
This variable is highly correlated with count_D_prev3 and should be ignored for analysis
| Correlation | 0.99523 |
|---|
custinit_DR_cnt_prev4
Highly correlated
This variable is highly correlated with COUNT_BRANCH_D_prev4 and should be ignored for analysis
| Correlation | 0.94344 |
|---|
custinit_DR_cnt_prev5
Highly correlated
This variable is highly correlated with COUNT_BRANCH_D_prev5 and should be ignored for analysis
| Correlation | 0.9608 |
|---|
custinit_DR_cnt_prev6
Highly correlated
This variable is highly correlated with COUNT_BRANCH_D_prev6 and should be ignored for analysis
| Correlation | 0.98296 |
|---|
dependents
Numeric
| Distinct count | 31 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 8.8% |
| Missing (n) | 26382 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.34239 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros (%) | 75.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.88216 |
|---|---|
| Coef of variation | 2.5764 |
| Kurtosis | 283.75 |
| Mean | 0.34239 |
| MAD | 0.56716 |
| Skewness | 7.3189 |
| Sum | 93685 |
| Variance | 0.7782 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 0.0 | 226620 | 75.5% | |
| 2.0 | 22199 | 7.4% | |
| 1.0 | 14636 | 4.9% | |
| 3.0 | 7462 | 2.5% | |
| 4.0 | 2055 | 0.7% | |
| 5.0 | 443 | 0.1% | |
| 6.0 | 117 | 0.0% | |
| 7.0 | 30 | 0.0% | |
| 8.0 | 12 | 0.0% | |
| 10.0 | 10 | 0.0% | |
| Other values (20) | 34 | 0.0% | |
| (Missing) | 26382 | 8.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 226620 | 75.5% | |
| 1.0 | 14636 | 4.9% | |
| 2.0 | 22199 | 7.4% | |
| 3.0 | 7462 | 2.5% | |
| 4.0 | 2055 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41.0 | 1 | 0.0% | |
| 50.0 | 1 | 0.0% | |
| 52.0 | 1 | 0.0% | |
| 59.0 | 1 | 0.0% | |
| 60.0 | 1 | 0.0% |
gender_bin
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Male | |
|---|---|
| Female | |
| Missin | 5961 |
| Value | Count | Frequency (%) | |
| Male | 174827 | 58.3% | |
| Female | 119212 | 39.7% | |
| Missin | 5961 | 2.0% |
lap_tag_live
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 99.7% |
| Missing (n) | 299242 |
| Y | 758 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Y | 758 | 0.3% | |
| (Missing) | 299242 | 99.7% |
vintage
Numeric
| Distinct count | 6849 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2363.6 |
|---|---|
| Minimum | 180 |
| Maximum | 26704 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 180 |
|---|---|
| 5-th percentile | 380 |
| Q1 | 1113 |
| Median | 2021 |
| Q3 | 3177 |
| 95-th percentile | 5597 |
| Maximum | 26704 |
| Range | 26524 |
| Interquartile range | 2064 |
Descriptive statistics
| Standard deviation | 1611.6 |
|---|---|
| Coef of variation | 0.68185 |
| Kurtosis | 0.3396 |
| Mean | 2363.6 |
| MAD | 1296.4 |
| Skewness | 0.88801 |
| Sum | 709069382 |
| Variance | 2597300 |
| Memory size | 2.3 MiB |
| Value | Count | Frequency (%) | |
| 1997 | 293 | 0.1% | |
| 1400 | 216 | 0.1% | |
| 1395 | 194 | 0.1% | |
| 1397 | 177 | 0.1% | |
| 889 | 177 | 0.1% | |
| 403 | 170 | 0.1% | |
| 1169 | 169 | 0.1% | |
| 1162 | 160 | 0.1% | |
| 1312 | 156 | 0.1% | |
| 1435 | 156 | 0.1% | |
| Other values (6839) | 298132 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 180 | 69 | 0.0% | |
| 181 | 81 | 0.0% | |
| 182 | 89 | 0.0% | |
| 183 | 70 | 0.0% | |
| 184 | 57 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13388 | 1 | 0.0% | |
| 13602 | 1 | 0.0% | |
| 13997 | 1 | 0.0% | |
| 18946 | 2 | 0.0% | |
| 26704 | 1 | 0.0% |
zip
Categorical
| Distinct count | 11530 |
|---|---|
| Unique (%) | 3.9% |
| Missing (%) | 0.3% |
| Missing (n) | 1050 |
| 122001.0 | 2701 |
|---|---|
| 201301.0 | 2559 |
| 400053.0 | 2151 |
| Other values (11526) |
| Value | Count | Frequency (%) | |
| 122001.0 | 2701 | 0.9% | |
| 201301.0 | 2559 | 0.9% | |
| 400053.0 | 2151 | 0.7% | |
| 122002.0 | 1968 | 0.7% | |
| 110092.0 | 1946 | 0.6% | |
| 143001.0 | 1795 | 0.6% | |
| 110017.0 | 1455 | 0.5% | |
| 400050.0 | 1452 | 0.5% | |
| 110019.0 | 1450 | 0.5% | |
| 110085.0 | 1442 | 0.5% | |
| Other values (11519) | 280031 | 93.3% |